:facetid:toc:\"db/conf/iclr/iclr2018.bht\"OK:facetid:toc:db/conf/iclr/iclr2018.bhtRong Ge 0001Jason D. LeeTengyu Ma 0001Learning One-hidden-layer Neural Networks with Landscape Design.ICLR2018Conference and Workshop Papersopenconf/iclr/0001LM18https://openreview.net/forum?id=BkwHObbRZhttps://dblp.org/rec/conf/iclr/0001LM18URL#2592248Mostafa Dehghani 0001Arash MehrjouStephan GouwsJaap KampsBernhard SchölkopfFidelity-Weighted Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/0001MGKS18https://openreview.net/forum?id=B1X0mzZCWhttps://dblp.org/rec/conf/iclr/0001MGKS18URL#2592249Abhishek Kumar 0001Prasanna SattigeriAvinash BalakrishnanVariational Inference of Disentangled Latent Concepts from Unlabeled Observations.ICLR2018Conference and Workshop Papersopenconf/iclr/0001SB18https://openreview.net/forum?id=H1kG7GZAWhttps://dblp.org/rec/conf/iclr/0001SB18URL#2592250Wen Sun 0002J. Andrew BagnellByron BootsTruncated horizon Policy Search: Combining Reinforcement Learning & Imitation Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/0002BB18https://openreview.net/forum?id=ryUlhzWCZhttps://dblp.org/rec/conf/iclr/0002BB18URL#2592252Dipankar Das 0002Naveen MellempudiDheevatsa MudigereDhiraj D. KalamkarSasikanth AvanchaKunal Banerjee 0001Srinivas Sridharan 0002Karthik VaidyanathanBharat KaulEvangelos GeorganasAlexander HeineckePradeep DubeyJesús CorbalNikita ShustrovRoman DubtsovEvarist FomenkoVadim O. PirogovMixed Precision Training of Convolutional Neural Networks using Integer Operations.ICLR2018Conference and Workshop Papersopenconf/iclr/0002MMKAB0VKGHD18https://openreview.net/forum?id=H135uzZ0-https://dblp.org/rec/conf/iclr/0002MMKAB0VKGHD18URL#2592254Abbas AbdolmalekiJost Tobias SpringenbergYuval TassaRémi MunosNicolas HeessMartin A. RiedmillerMaximum a Posteriori Policy Optimisation.ICLR2018Conference and Workshop Papersopenconf/iclr/AbdolmalekiSTMH18https://openreview.net/forum?id=S1ANxQW0bhttps://dblp.org/rec/conf/iclr/AbdolmalekiSTMH18URL#2592258Jan AchterholdJan M. KöhlerAnke SchmeinkTim GeneweinVariational Network Quantization.ICLR2018Conference and Workshop Papersopenconf/iclr/AchterholdKSG18https://openreview.net/forum?id=ry-TW-WAbhttps://dblp.org/rec/conf/iclr/AchterholdKSG18URL#2592260Wasi Uddin AhmadKai-Wei ChangHongning WangMulti-Task Learning for Document Ranking and Query Suggestion.ICLR2018Conference and Workshop Papersopenconf/iclr/AhmadCW18https://openreview.net/forum?id=SJ1nzBeA-https://dblp.org/rec/conf/iclr/AhmadCW18URL#2592262Maruan Al-ShedivatTrapit BansalYura BurdaIlya SutskeverIgor MordatchPieter AbbeelContinuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments.ICLR2018Conference and Workshop Papersopenconf/iclr/Al-ShedivatBBSM18https://openreview.net/forum?id=Sk2u1g-0-https://dblp.org/rec/conf/iclr/Al-ShedivatBBSM18URL#2592263Miltiadis AllamanisMarc BrockschmidtMahmoud KhademiLearning to Represent Programs with Graphs.ICLR2018Conference and Workshop Papersopenconf/iclr/AllamanisBK18https://openreview.net/forum?id=BJOFETxR-https://dblp.org/rec/conf/iclr/AllamanisBK18URL#2592266Artemij AmiranashviliAlexey DosovitskiyVladlen KoltunThomas BroxTD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/AmiranashviliDK18https://openreview.net/forum?id=HyiAuyb0bhttps://dblp.org/rec/conf/iclr/AmiranashviliDK18URL#2592267Brandon AmosLaurent DinhSerkan CabiThomas RothörlSergio Gomez ColmenarejoAlistair MuldalTom ErezYuval TassaNando de FreitasMisha DenilLearning Awareness Models.ICLR2018Conference and Workshop Papersopenconf/iclr/AmosDCRCMETFD18https://openreview.net/forum?id=r1HhRfWRZhttps://dblp.org/rec/conf/iclr/AmosDCRCMETFD18URL#2592268Marco AnconaEnea CeoliniCengiz ÖztireliMarkus Gross 0001Towards better understanding of gradient-based attribution methods for Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/AnconaCO018https://openreview.net/forum?id=Sy21R9JAWhttps://dblp.org/rec/conf/iclr/AnconaCO018URL#2592270Alexander G. AndersonCory P. BergThe High-Dimensional Geometry of Binary Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/AndersonB18https://openreview.net/forum?id=B1IDRdeCWhttps://dblp.org/rec/conf/iclr/AndersonB18URL#2592271Tomás AnglesStéphane MallatGenerative networks as inverse problems with Scattering transforms.ICLR2018Conference and Workshop Papersopenconf/iclr/AnglesM18https://openreview.net/forum?id=r1NYjfbR-https://dblp.org/rec/conf/iclr/AnglesM18URL#2592272Rohan AnilGabriel PereyraAlexandre PassosRóbert OrmándiGeorge E. DahlGeoffrey E. HintonLarge scale distributed neural network training through online distillation.ICLR2018Conference and Workshop Papersopenconf/iclr/AnilPPODH18https://openreview.net/forum?id=rkr1UDeC-https://dblp.org/rec/conf/iclr/AnilPPODH18URL#2592273Forough ArabshahiSameer Singh 0001Animashree AnandkumarCombining Symbolic Expressions and Black-box Function Evaluations in Neural Programs.ICLR2018Conference and Workshop Papersopenconf/iclr/ArabshahiSA18https://openreview.net/forum?id=Hksj2WWAWhttps://dblp.org/rec/conf/iclr/ArabshahiSA18URL#2592275Raman AroraAmitabh BasuPoorya MianjyAnirbit MukherjeeUnderstanding Deep Neural Networks with Rectified Linear Units.ICLR2018Conference and Workshop Papersopenconf/iclr/AroraBMM18https://openreview.net/forum?id=B1J_rgWRWhttps://dblp.org/rec/conf/iclr/AroraBMM18URL#2592276Sanjeev AroraMikhail KhodakNikunj SaunshiKiran VodrahalliA Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs.ICLR2018Conference and Workshop Papersopenconf/iclr/AroraKSV18https://openreview.net/forum?id=B1e5ef-C-https://dblp.org/rec/conf/iclr/AroraKSV18URL#2592278Sanjeev AroraAndrej RisteskiYi Zhang 0074Do GANs learn the distribution? Some Theory and Empirics.ICLR2018Conference and Workshop Papersopenconf/iclr/AroraRZ18https://openreview.net/forum?id=BJehNfW0-https://dblp.org/rec/conf/iclr/AroraRZ18URL#2592279Mikel ArtetxeGorka LabakaEneko AgirreKyunghyun ChoUnsupervised Neural Machine Translation.ICLR2018Conference and Workshop Papersopenconf/iclr/ArtetxeLAC18https://openreview.net/forum?id=Sy2ogebAWhttps://dblp.org/rec/conf/iclr/ArtetxeLAC18URL#2592280Georgios ArvanitidisLars Kai HansenSøren HaubergLatent Space Oddity: on the Curvature of Deep Generative Models.ICLR2018Conference and Workshop Papersopenconf/iclr/ArvanitidisHH18https://openreview.net/forum?id=SJzRZ-WCZhttps://dblp.org/rec/conf/iclr/ArvanitidisHH18URL#2592281Anubhav AshokNicholas RhinehartFares BeainyKris M. KitaniN2N learning: Network to Network Compression via Policy Gradient Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/AshokRBK18https://openreview.net/forum?id=B1hcZZ-AWhttps://dblp.org/rec/conf/iclr/AshokRBK18URL#2592282Ben AthiwaratkunAndrew Gordon WilsonHierarchical Density Order Embeddings.ICLR2018Conference and Workshop Papersopenconf/iclr/AthiwaratkunW18https://openreview.net/forum?id=HJCXZQbAZhttps://dblp.org/rec/conf/iclr/AthiwaratkunW18URL#2592284Mohammad BabaeizadehChelsea FinnDumitru ErhanRoy H. CampbellSergey LevineStochastic Variational Video Prediction.ICLR2018Conference and Workshop Papersopenconf/iclr/BabaeizadehFECL18https://openreview.net/forum?id=rk49Mg-CWhttps://dblp.org/rec/conf/iclr/BabaeizadehFECL18URL#2592285Johannes BalléDavid MinnenSaurabh SinghSung Jin HwangNick JohnstonVariational image compression with a scale hyperprior.ICLR2018Conference and Workshop Papersopenconf/iclr/BalleMSHJ18https://openreview.net/forum?id=rkcQFMZRbhttps://dblp.org/rec/conf/iclr/BalleMSHJ18URL#2592289Trapit BansalJakub PachockiSzymon SidorIlya SutskeverIgor MordatchEmergent Complexity via Multi-Agent Competition.ICLR2018Conference and Workshop Papersopenconf/iclr/BansalPSSM18https://openreview.net/forum?id=Sy0GnUxCbhttps://dblp.org/rec/conf/iclr/BansalPSSM18URL#2592290Aayush BansalYaser SheikhDeva RamananPixelNN: Example-based Image Synthesis.ICLR2018Conference and Workshop Papersopenconf/iclr/BansalSR18https://openreview.net/forum?id=Syhr6pxCWhttps://dblp.org/rec/conf/iclr/BansalSR18URL#2592291Gabriel Barth-MaronMatthew W. HoffmanDavid BuddenWill DabneyDan HorganDhruva TBAlistair MuldalNicolas HeessTimothy P. LillicrapDistributed Distributional Deterministic Policy Gradients.ICLR2018Conference and Workshop Papersopenconf/iclr/Barth-MaronHBDH18https://openreview.net/forum?id=SyZipzbCbhttps://dblp.org/rec/conf/iclr/Barth-MaronHBDH18URL#2592292Atilim Gunes BaydinRobert CornishDavid Martínez-RubioMark Schmidt 0001Frank WoodOnline Learning Rate Adaptation with Hypergradient Descent.ICLR2018Conference and Workshop Papersopenconf/iclr/BaydinCMSW18https://openreview.net/forum?id=BkrsAzWAbhttps://dblp.org/rec/conf/iclr/BaydinCMSW18URL#2592294Yonatan BelinkovYonatan BiskSynthetic and Natural Noise Both Break Neural Machine Translation.ICLR2018Conference and Workshop Papersopenconf/iclr/BelinkovB18https://openreview.net/forum?id=BJ8vJebC-https://dblp.org/rec/conf/iclr/BelinkovB18URL#2592295Guillaume BellecDavid KappelWolfgang Maass 0001Robert LegensteinDeep Rewiring: Training very sparse deep networks.ICLR2018Conference and Workshop Papersopenconf/iclr/BellecK0L18https://openreview.net/forum?id=BJ_wN01C-https://dblp.org/rec/conf/iclr/BellecK0L18URL#2592296Leonard BerradaAndrew ZissermanM. Pawan KumarSmooth Loss Functions for Deep Top-k Classification.ICLR2018Conference and Workshop Papersopenconf/iclr/BerradaZK18https://openreview.net/forum?id=Hk5elxbRWhttps://dblp.org/rec/conf/iclr/BerradaZK18URL#2592299Glen BersethCheng XiePaul CernekMichiel van de PanneProgressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control.ICLR2018Conference and Workshop Papersopenconf/iclr/BersethXCP18https://openreview.net/forum?id=B13njo1R-https://dblp.org/rec/conf/iclr/BersethXCP18URL#2592300Emmanuel de BézenacArthur PajotPatrick GallinariDeep Learning for Physical Processes: Incorporating Prior Scientific Knowledge.ICLR2018Conference and Workshop Papersopenconf/iclr/BezenacPG18https://openreview.net/forum?id=By4HsfWAZhttps://dblp.org/rec/conf/iclr/BezenacPG18URL#2592301Mikolaj BinkowskiDanica J. SutherlandMichael ArbelArthur GrettonDemystifying MMD GANs.ICLR2018Conference and Workshop Papersopenconf/iclr/BinkowskiSAG18https://openreview.net/forum?id=r1lUOzWCWhttps://dblp.org/rec/conf/iclr/BinkowskiSAG18URL#2592303Aleksandar BojchevskiStephan GünnemannDeep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking.ICLR2018Conference and Workshop Papersopenconf/iclr/BojchevskiG18https://openreview.net/forum?id=r1ZdKJ-0Whttps://dblp.org/rec/conf/iclr/BojchevskiG18URL#2592305Ashish BoraEric Price 0001Alexandros G. DimakisAmbientGAN: Generative models from lossy measurements.ICLR2018Conference and Workshop Papersopenconf/iclr/BoraPD18https://openreview.net/forum?id=Hy7fDog0bhttps://dblp.org/rec/conf/iclr/BoraPD18URL#2592307Antoine BosselutOmer LevyAri HoltzmanCorin EnnisDieter FoxYejin Choi 0001Simulating Action Dynamics with Neural Process Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/BosselutLHEFC18https://openreview.net/forum?id=rJYFzMZC-https://dblp.org/rec/conf/iclr/BosselutLHEFC18URL#2592308Wieland BrendelJonas RauberMatthias BethgeDecision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models.ICLR2018Conference and Workshop Papersopenconf/iclr/BrendelRB18https://openreview.net/forum?id=SyZI0GWCZhttps://dblp.org/rec/conf/iclr/BrendelRB18URL#2592310Andrew BrockTheodore LimJames M. RitchieNick WestonSMASH: One-Shot Model Architecture Search through HyperNetworks.ICLR2018Conference and Workshop Papersopenconf/iclr/BrockLRW18https://openreview.net/forum?id=rydeCEhs-https://dblp.org/rec/conf/iclr/BrockLRW18URL#2592312Alon BrutzkusAmir GlobersonEran MalachShai Shalev-ShwartzSGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data.ICLR2018Conference and Workshop Papersopenconf/iclr/BrutzkusGMS18https://openreview.net/forum?id=rJ33wwxRbhttps://dblp.org/rec/conf/iclr/BrutzkusGMS18URL#2592314Christian BuckJannis BulianMassimiliano CiaramitaWojciech GajewskiAndrea GesmundoNeil HoulsbyWei Wang 0236Ask the Right Questions: Active Question Reformulation with Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/BuckBCGGHW18https://openreview.net/forum?id=S1CChZ-CZhttps://dblp.org/rec/conf/iclr/BuckBCGGHW18URL#2592315Jacob BuckmanAurko RoyColin RaffelIan J. GoodfellowThermometer Encoding: One Hot Way To Resist Adversarial Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/BuckmanRRG18https://openreview.net/forum?id=S18Su--CWhttps://dblp.org/rec/conf/iclr/BuckmanRRG18URL#2592316Brian BullinsCyril ZhangYi ZhangNot-So-Random Features.ICLR2018Conference and Workshop Papersopenconf/iclr/BullinsZZ18https://openreview.net/forum?id=Hk8XMWgRbhttps://dblp.org/rec/conf/iclr/BullinsZZ18URL#2592317Rudy BunelMatthew J. HausknechtJacob DevlinRishabh SinghPushmeet KohliLeveraging Grammar and Reinforcement Learning for Neural Program Synthesis.ICLR2018Conference and Workshop Papersopenconf/iclr/BunelHDSK18https://openreview.net/forum?id=H1Xw62kRZhttps://dblp.org/rec/conf/iclr/BunelHDSK18URL#2592318Víctor Campos 0001Brendan JouXavier Giró-i-NietoJordi TorresShih-Fu ChangSkip RNN: Learning to Skip State Updates in Recurrent Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/CamposJNTC18https://openreview.net/forum?id=HkwVAXyCWhttps://dblp.org/rec/conf/iclr/CamposJNTC18URL#2592319Yanshuai CaoGavin Weiguang DingKry Yik-Chau LuiRuitong HuangImproving GAN Training via Binarized Representation Entropy (BRE) Regularization.ICLR2018Conference and Workshop Papersopenconf/iclr/CaoDLH18https://openreview.net/forum?id=BkLhaGZRWhttps://dblp.org/rec/conf/iclr/CaoDLH18URL#2592320Kris CaoAngeliki LazaridouMarc LanctotJoel Z. LeiboKarl TuylsStephen ClarkEmergent Communication through Negotiation.ICLR2018Conference and Workshop Papersopenconf/iclr/CaoLLLTC18https://openreview.net/forum?id=Hk6WhagRWhttps://dblp.org/rec/conf/iclr/CaoLLLTC18URL#2592321Bo Chang 0002Lili MengEldad HaberFrederick TungDavid BegertMulti-level Residual Networks from Dynamical Systems View.ICLR2018Conference and Workshop Papersopenconf/iclr/ChangMHTB18https://openreview.net/forum?id=SyJS-OgR-https://dblp.org/rec/conf/iclr/ChangMHTB18URL#2592324Devendra Singh ChaplotEmilio ParisottoRuslan SalakhutdinovActive Neural Localization.ICLR2018Conference and Workshop Papersopenconf/iclr/ChaplotPS18https://openreview.net/forum?id=ry6-G_66bhttps://dblp.org/rec/conf/iclr/ChaplotPS18URL#2592325Pratik ChaudhariStefano SoattoStochastic gradient descent performs variational inference, converges to limit cycles for deep networks.ICLR2018Conference and Workshop Papersopenconf/iclr/ChaudhariS18https://openreview.net/forum?id=HyWrIgW0Whttps://dblp.org/rec/conf/iclr/ChaudhariS18URL#2592327Mickaël ChenLudovic DenoyerThierry ArtièresMulti-View Data Generation Without View Supervision.ICLR2018Conference and Workshop Papersopenconf/iclr/ChenDA18https://openreview.net/forum?id=ryRh0bb0Zhttps://dblp.org/rec/conf/iclr/ChenDA18URL#2592329Xinyun ChenChang Liu 0021Dawn SongTowards Synthesizing Complex Programs From Input-Output Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/ChenLS18https://openreview.net/forum?id=Skp1ESxRZhttps://dblp.org/rec/conf/iclr/ChenLS18URL#2592331Jie Chen 0007Tengfei Ma 0001Cao XiaoFastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling.ICLR2018Conference and Workshop Papersopenconf/iclr/ChenMX18https://openreview.net/forum?id=rytstxWAWhttps://dblp.org/rec/conf/iclr/ChenMX18URL#2592333Xu ChenJiang Wang 0010Hao GeTraining Generative Adversarial Networks via Primal-Dual subgradient Methods: a Lagrangian Perspective on GaN.ICLR2018Conference and Workshop Papersopenconf/iclr/ChenWG18https://openreview.net/forum?id=BJNRFNlRWhttps://dblp.org/rec/conf/iclr/ChenWG18URL#2592334Chung-Cheng ChiuColin RaffelMonotonic Chunkwise Attention.ICLR2018Conference and Workshop Papersopenconf/iclr/ChiuR18https://openreview.net/forum?id=Hko85plCWhttps://dblp.org/rec/conf/iclr/ChiuR18URL#2592337Edward ChoiAngeliki LazaridouNando de FreitasCompositional Obverter Communication Learning from Raw Visual Input.ICLR2018Conference and Workshop Papersopenconf/iclr/ChoiLF18https://openreview.net/forum?id=rknt2Be0-https://dblp.org/rec/conf/iclr/ChoiLF18URL#2592338Krzysztof ChoromanskiCarlton DowneyByron BootsInitialization matters: Orthogonal Predictive State Recurrent Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/ChoromanskiDB18https://openreview.net/forum?id=HJJ23bW0bhttps://dblp.org/rec/conf/iclr/ChoromanskiDB18URL#2592339Taco S. CohenMario GeigerJonas Köhler 0001Max WellingSpherical CNNs.ICLR2018Conference and Workshop Papersopenconf/iclr/CohenGKW18https://openreview.net/forum?id=Hkbd5xZRbhttps://dblp.org/rec/conf/iclr/CohenGKW18URL#2592340Nadav CohenRonen TamariAmnon ShashuaBoosting Dilated Convolutional Networks with Mixed Tensor Decompositions.ICLR2018Conference and Workshop Papersopenconf/iclr/CohenTS18https://openreview.net/forum?id=S1JHhv6TWhttps://dblp.org/rec/conf/iclr/CohenTS18URL#2592341Nicolas CourtyRémi FlamaryMélanie DucoffeLearning Wasserstein Embeddings.ICLR2018Conference and Workshop Papersopenconf/iclr/CourtyFD18https://openreview.net/forum?id=SJyEH91A-https://dblp.org/rec/conf/iclr/CourtyFD18URL#2592343Christopher J. CuevaXue-Xin WeiEmergence of grid-like representations by training recurrent neural networks to perform spatial localization.ICLR2018Conference and Workshop Papersopenconf/iclr/CuevaW18https://openreview.net/forum?id=B17JTOe0-https://dblp.org/rec/conf/iclr/CuevaW18URL#2592345Bo Dai 0001Albert E. ShawNiao HeLihong Li 0001Le SongBoosting the Actor with Dual Critic.ICLR2018Conference and Workshop Papersopenconf/iclr/DaiSH0S18https://openreview.net/forum?id=BkUp6GZRWhttps://dblp.org/rec/conf/iclr/DaiSH0S18URL#2592346Hanjun DaiYingtao TianBo Dai 0001Steven SkienaLe SongSyntax-Directed Variational Autoencoder for Structured Data.ICLR2018Conference and Workshop Papersopenconf/iclr/DaiTDSS18https://openreview.net/forum?id=SyqShMZRbhttps://dblp.org/rec/conf/iclr/DaiTDSS18URL#2592347Rajarshi DasShehzaad DhuliawalaManzil ZaheerLuke VilnisIshan DurugkarAkshay KrishnamurthyAlex SmolaAndrew McCallumGo for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/DasDZVDKSM18https://openreview.net/forum?id=Syg-YfWCWhttps://dblp.org/rec/conf/iclr/DasDZVDKSM18URL#2592349Constantinos DaskalakisAndrew IlyasVasilis SyrgkanisHaoyang ZengTraining GANs with Optimism.ICLR2018Conference and Workshop Papersopenconf/iclr/DaskalakisISZ18https://openreview.net/forum?id=SJJySbbAZhttps://dblp.org/rec/conf/iclr/DaskalakisISZ18URL#2592350Hal Daumé IIIJohn Langford 0001Amr SharafResidual Loss Prediction: Reinforcement Learning With No Incremental Feedback.ICLR2018Conference and Workshop Papersopenconf/iclr/Daume0S18https://openreview.net/forum?id=HJNMYceCWhttps://dblp.org/rec/conf/iclr/Daume0S18URL#2592351Guneet S. DhillonKamyar AzizzadenesheliZachary C. LiptonJeremy BernsteinJean KossaifiAran KhannaAnimashree AnandkumarStochastic Activation Pruning for Robust Adversarial Defense.ICLR2018Conference and Workshop Papersopenconf/iclr/DhillonALBKKA18https://openreview.net/forum?id=H1uR4GZRZhttps://dblp.org/rec/conf/iclr/DhillonALBKKA18URL#2592353Chris DonahueZachary C. LiptonAkshay BalsubramaniJulian J. McAuleySemantically Decomposing the Latent Spaces of Generative Adversarial Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/DonahueLBM18https://openreview.net/forum?id=S1nQvfgA-https://dblp.org/rec/conf/iclr/DonahueLBM18URL#2592355Simon S. DuJason D. LeeYuandong TianWhen is a Convolutional Filter Easy to Learn?ICLR2018Conference and Workshop Papersopenconf/iclr/DuLT18https://openreview.net/forum?id=SkA-IE06Whttps://dblp.org/rec/conf/iclr/DuLT18URL#2592358Adam Christopher EarleAndrew M. SaxeBenjamin RosmanHierarchical Subtask Discovery with Non-Negative Matrix Factorization.ICLR2018Conference and Workshop Papersopenconf/iclr/EarleSR18https://openreview.net/forum?id=ry80wMW0Whttps://dblp.org/rec/conf/iclr/EarleSR18URL#2592361Cian EastwoodChristopher K. I. WilliamsA Framework for the Quantitative Evaluation of Disentangled Representations.ICLR2018Conference and Workshop Papersopenconf/iclr/EastwoodW18https://openreview.net/forum?id=By-7dz-AZhttps://dblp.org/rec/conf/iclr/EastwoodW18URL#2592362Jesse H. EngelMatthew D. HoffmanAdam RobertsLatent Constraints: Learning to Generate Conditionally from Unconditional Generative Models.ICLR2018Conference and Workshop Papersopenconf/iclr/EngelHR18https://openreview.net/forum?id=Sy8XvGb0-https://dblp.org/rec/conf/iclr/EngelHR18URL#2592365Carlos EstevesChristine Allen-BlanchetteXiaowei ZhouKostas DaniilidisPolar Transformer Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/EstevesAZD18https://openreview.net/forum?id=HktRlUlAZhttps://dblp.org/rec/conf/iclr/EstevesAZD18URL#2592366Richard Evans 0001David SaxtonDavid AmosPushmeet KohliEdward GrefenstetteCan Neural Networks Understand Logical Entailment?ICLR2018Conference and Workshop Papersopenconf/iclr/EvansSAKG18https://openreview.net/forum?id=SkZxCk-0Zhttps://dblp.org/rec/conf/iclr/EvansSAKG18URL#2592367Katrina EvtimovaAndrew DrozdovDouwe KielaKyunghyun ChoEmergent Communication in a Multi-Modal, Multi-Step Referential Game.ICLR2018Conference and Workshop Papersopenconf/iclr/EvtimovaDKC18https://openreview.net/forum?id=rJGZq6g0-https://dblp.org/rec/conf/iclr/EvtimovaDKC18URL#2592368Benjamin EysenbachShixiang GuJulian IbarzSergey LevineLeave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/EysenbachGIL18https://openreview.net/forum?id=S1vuO-bCWhttps://dblp.org/rec/conf/iclr/EysenbachGIL18URL#2592369William FalconHenning SchulzrinnePredicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data.ICLR2018Conference and Workshop Papersopenconf/iclr/FalconS18https://openreview.net/forum?id=ryBnUWb0bhttps://dblp.org/rec/conf/iclr/FalconS18URL#2592370Yang FanFei TianTao Qin 0001Xiang-Yang Li 0001Tie-Yan LiuLearning to Teach.ICLR2018Conference and Workshop Papersopenconf/iclr/FanTQ0L18https://openreview.net/forum?id=HJewuJWCZhttps://dblp.org/rec/conf/iclr/FanTQ0L18URL#2592372Gregory FarquharTim RocktäschelMaximilian IglShimon WhitesonTreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/FarquharRIW18https://openreview.net/forum?id=H1dh6Ax0Zhttps://dblp.org/rec/conf/iclr/FarquharRIW18URL#2592373William FedusIan J. GoodfellowAndrew M. DaiMaskGAN: Better Text Generation via Filling in the _______.ICLR2018Conference and Workshop Papersopenconf/iclr/FedusGD18https://openreview.net/forum?id=ByOExmWAbhttps://dblp.org/rec/conf/iclr/FedusGD18URL#2592374William FedusMihaela RoscaBalaji LakshminarayananAndrew M. DaiShakir MohamedIan J. GoodfellowMany Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step.ICLR2018Conference and Workshop Papersopenconf/iclr/FedusRLDMG18https://openreview.net/forum?id=ByQpn1ZA-https://dblp.org/rec/conf/iclr/FedusRLDMG18URL#2592375Kevin T. FeigelisBlue ShefferDaniel L. K. YaminsModular Continual Learning in a Unified Visual Environment.ICLR2018Conference and Workshop Papersopenconf/iclr/FeigelisSY18https://openreview.net/forum?id=rkPLzgZAZhttps://dblp.org/rec/conf/iclr/FeigelisSY18URL#2592376Chelsea FinnSergey LevineMeta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm.ICLR2018Conference and Workshop Papersopenconf/iclr/FinnL18https://openreview.net/forum?id=HyjC5yWCWhttps://dblp.org/rec/conf/iclr/FinnL18URL#2592378Ricky FokAijun AnZana RashidiXiaogang Wang 0007Decoupling the Layers in Residual Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/FokARW18https://openreview.net/forum?id=SyMvJrdaWhttps://dblp.org/rec/conf/iclr/FokARW18URL#2592382Meire FortunatoMohammad Gheshlaghi AzarBilal PiotJacob MenickMatteo HesselIan OsbandAlex GravesVolodymyr MnihRémi MunosDemis HassabisOlivier PietquinCharles BlundellShane LeggNoisy Networks For Exploration.ICLR2018Conference and Workshop Papersopenconf/iclr/FortunatoAPMHOG18https://openreview.net/forum?id=rywHCPkAWhttps://dblp.org/rec/conf/iclr/FortunatoAPMHOG18URL#2592383Lior FoxLeshem ChoshenYonatan LoewensteinDORA The Explorer: Directed Outreaching Reinforcement Action-Selection.ICLR2018Conference and Workshop Papersopenconf/iclr/FoxCL18https://openreview.net/forum?id=ry1arUgCWhttps://dblp.org/rec/conf/iclr/FoxCL18URL#2592384Roy FoxRichard ShinSanjay KrishnanKen GoldbergDawn SongIon StoicaParametrized Hierarchical Procedures for Neural Programming.ICLR2018Conference and Workshop Papersopenconf/iclr/FoxSKGSS18https://openreview.net/forum?id=rJl63fZRbhttps://dblp.org/rec/conf/iclr/FoxSKGSS18URL#2592385Kevin FransJonathan HoXi Chen 0022Pieter AbbeelJohn SchulmanMeta Learning Shared Hierarchies.ICLR2018Conference and Workshop Papersopenconf/iclr/FransH0AS18https://openreview.net/forum?id=SyX0IeWAWhttps://dblp.org/rec/conf/iclr/FransH0AS18URL#2592386Geoffrey FrenchMichal MackiewiczMark Fisher 0001Self-ensembling for visual domain adaptation.ICLR2018Conference and Workshop Papersopenconf/iclr/FrenchMF18https://openreview.net/forum?id=rkpoTaxA-https://dblp.org/rec/conf/iclr/FrenchMF18URL#2592387Thomas FrerixThomas MöllenhoffMichael Möller 0001Daniel CremersProximal Backpropagation.ICLR2018Conference and Workshop Papersopenconf/iclr/FrerixM0C18https://openreview.net/forum?id=ByeqORgAWhttps://dblp.org/rec/conf/iclr/FrerixM0C18URL#2592388Abram L. FriesenPedro M. DomingosDeep Learning as a Mixed Convex-Combinatorial Optimization Problem.ICLR2018Conference and Workshop Papersopenconf/iclr/FriesenD18https://openreview.net/forum?id=B1Lc-Gb0Zhttps://dblp.org/rec/conf/iclr/FriesenD18URL#2592389Justin FuKatie LuoSergey LevineLearning Robust Rewards with Adverserial Inverse Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/FuLL18https://openreview.net/forum?id=rkHywl-A-https://dblp.org/rec/conf/iclr/FuLL18URL#2592390Tomer GalantiLior WolfSagie BenaimThe Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings.ICLR2018Conference and Workshop Papersopenconf/iclr/GalantiWB18https://openreview.net/forum?id=H1VjBebR-https://dblp.org/rec/conf/iclr/GalantiWB18URL#2592392Angus GallowayGraham W. TaylorMedhat MoussaAttacking Binarized Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/GallowayTM18https://openreview.net/forum?id=HkTEFfZRbhttps://dblp.org/rec/conf/iclr/GallowayTM18URL#2592393Tanmay GangwaniJian Peng 0001Policy Optimization by Genetic Distillation.ICLR2018Conference and Workshop Papersopenconf/iclr/GangwaniP18https://openreview.net/forum?id=ByOnmlWC-https://dblp.org/rec/conf/iclr/GangwaniP18URL#2592394Dibya GhoshAvi SinghAravind RajeswaranVikash KumarSergey LevineDivide-and-Conquer Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/GhoshSRKL18https://openreview.net/forum?id=rJwelMbR-https://dblp.org/rec/conf/iclr/GhoshSRKL18URL#2592399Spyros GidarisPraveer SinghNikos KomodakisUnsupervised Representation Learning by Predicting Image Rotations.ICLR2018Conference and Workshop Papersopenconf/iclr/GidarisSK18https://openreview.net/forum?id=S1v4N2l0-https://dblp.org/rec/conf/iclr/GidarisSK18URL#2592400Aidan N. GomezSicong Huang 0001Ivan ZhangBryan M. LiMuhammad OsamaLukasz KaiserUnsupervised Cipher Cracking Using Discrete GANs.ICLR2018Conference and Workshop Papersopenconf/iclr/GomezHZLOK18https://openreview.net/forum?id=BkeqO7x0-https://dblp.org/rec/conf/iclr/GomezHZLOK18URL#2592402Yichen GongHeng LuoJian ZhangNatural Language Inference over Interaction Space.ICLR2018Conference and Workshop Papersopenconf/iclr/GongLZ18https://openreview.net/forum?id=r1dHXnH6-https://dblp.org/rec/conf/iclr/GongLZ18URL#2592403Erin GrantChelsea FinnSergey LevineTrevor DarrellThomas L. Griffiths 0001Recasting Gradient-Based Meta-Learning as Hierarchical Bayes.ICLR2018Conference and Workshop Papersopenconf/iclr/GrantFLDG18https://openreview.net/forum?id=BJ_UL-k0bhttps://dblp.org/rec/conf/iclr/GrantFLDG18URL#2592406Will GrathwohlDami ChoiYuhuai WuGeoffrey RoederDavid DuvenaudBackpropagation through the Void: Optimizing control variates for black-box gradient estimation.ICLR2018Conference and Workshop Papersopenconf/iclr/GrathwohlCWRD18https://openreview.net/forum?id=SyzKd1bCWhttps://dblp.org/rec/conf/iclr/GrathwohlCWRD18URL#2592408Paulina GrnarovaKfir Y. LevyAurélien LucchiThomas HofmannAndreas Krause 0001An Online Learning Approach to Generative Adversarial Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/GrnarovaLLH018https://openreview.net/forum?id=H1Yp-j1Cbhttps://dblp.org/rec/conf/iclr/GrnarovaLLH018URL#2592409Audrunas GruslysWill DabneyMohammad Gheshlaghi AzarBilal PiotMarc G. BellemareRémi MunosThe Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/GruslysDAPBM18https://openreview.net/forum?id=rkHVZWZAZhttps://dblp.org/rec/conf/iclr/GruslysDAPBM18URL#2592410Jiatao GuJames Bradbury 0002Caiming XiongVictor O. K. LiRichard SocherNon-Autoregressive Neural Machine Translation.ICLR2018Conference and Workshop Papersopenconf/iclr/Gu0XLS18https://openreview.net/forum?id=B1l8BtlCbhttps://dblp.org/rec/conf/iclr/Gu0XLS18URL#2592411Chuan GuoMayank RanaMoustapha CisséLaurens van der MaatenCountering Adversarial Images using Input Transformations.ICLR2018Conference and Workshop Papersopenconf/iclr/GuoRCM18https://openreview.net/forum?id=SyJ7ClWCbhttps://dblp.org/rec/conf/iclr/GuoRCM18URL#2592415David HaDouglas EckA Neural Representation of Sketch Drawings.ICLR2018Conference and Workshop Papersopenconf/iclr/HaE18https://openreview.net/forum?id=Hy6GHpkCWhttps://dblp.org/rec/conf/iclr/HaE18URL#2592416Karol HausmanJost Tobias SpringenbergZiyu Wang 0001Nicolas HeessMartin A. RiedmillerLearning an Embedding Space for Transferable Robot Skills.ICLR2018Conference and Workshop Papersopenconf/iclr/HausmanS0HR18https://openreview.net/forum?id=rk07ZXZRbhttps://dblp.org/rec/conf/iclr/HausmanS0HR18URL#2592419Elad HazanAdam R. KlivansYang YuanHyperparameter optimization: a spectral approach.ICLR2018Conference and Workshop Papersopenconf/iclr/HazanKY18https://openreview.net/forum?id=H1zriGeCZhttps://dblp.org/rec/conf/iclr/HazanKY18URL#2592420Warren HeBo Li 0026Dawn SongDecision Boundary Analysis of Adversarial Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/He0S18https://openreview.net/forum?id=BkpiPMbA-https://dblp.org/rec/conf/iclr/He0S18URL#2592421Xu HeHerbert JaegerOvercoming Catastrophic Interference using Conceptor-Aided Backpropagation.ICLR2018Conference and Workshop Papersopenconf/iclr/HeJ18https://openreview.net/forum?id=B1al7jg0bhttps://dblp.org/rec/conf/iclr/HeJ18URL#2592422Irina HigginsNicolas SonneratLoic MattheyArka PalChristopher P. BurgessMatko BosnjakMurray ShanahanMatthew M. BotvinickDemis HassabisAlexander LerchnerSCAN: Learning Hierarchical Compositional Visual Concepts.ICLR2018Conference and Workshop Papersopenconf/iclr/HigginsSMPBBSBH18https://openreview.net/forum?id=rkN2Il-RZhttps://dblp.org/rec/conf/iclr/HigginsSMPBBSBH18URL#2592425Geoffrey E. HintonSara SabourNicholas FrosstMatrix capsules with EM routing.ICLR2018Conference and Workshop Papersopenconf/iclr/HintonSF18https://openreview.net/forum?id=HJWLfGWRbhttps://dblp.org/rec/conf/iclr/HintonSF18URL#2592426R. Devon HjelmAthul Paul JacobAdam TrischlerGerry CheKyunghyun ChoYoshua BengioBoundary Seeking GANs.ICLR2018Conference and Workshop Papersopenconf/iclr/HjelmJTCCB18https://openreview.net/forum?id=rkTS8lZAbhttps://dblp.org/rec/conf/iclr/HjelmJTCCB18URL#2592427Quan HoangTu Dinh NguyenTrung LeDinh Q. PhungMGAN: Training Generative Adversarial Nets with Multiple Generators.ICLR2018Conference and Workshop Papersopenconf/iclr/HoangNLP18https://openreview.net/forum?id=rkmu5b0a-https://dblp.org/rec/conf/iclr/HoangNLP18URL#2592428Elad HofferItay HubaraDaniel SoudryFix your classifier: the marginal value of training the last weight layer.ICLR2018Conference and Workshop Papersopenconf/iclr/HofferHS18https://openreview.net/forum?id=S1Dh8Tg0-https://dblp.org/rec/conf/iclr/HofferHS18URL#2592429Emiel HoogeboomJorn W. T. PetersTaco S. CohenMax WellingHexaConv.ICLR2018Conference and Workshop Papersopenconf/iclr/HoogeboomPCW18https://openreview.net/forum?id=r1vuQG-CWhttps://dblp.org/rec/conf/iclr/HoogeboomPCW18URL#2592431Dan HorganJohn QuanDavid BuddenGabriel Barth-MaronMatteo HesselHado van HasseltDavid SilverDistributed Prioritized Experience Replay.ICLR2018Conference and Workshop Papersopenconf/iclr/HorganQBBHHS18https://openreview.net/forum?id=H1Dy---0Zhttps://dblp.org/rec/conf/iclr/HorganQBBHHS18URL#2592432Yedid HoshenLior WolfIdentifying Analogies Across Domains.ICLR2018Conference and Workshop Papersopenconf/iclr/HoshenW18https://openreview.net/forum?id=BkN_r2lR-https://dblp.org/rec/conf/iclr/HoshenW18URL#2592433Lu HouJames T. KwokLoss-aware Weight Quantization of Deep Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/HouK18https://openreview.net/forum?id=BkrSv0lA-https://dblp.org/rec/conf/iclr/HouK18URL#2592435Yen-Chang HsuZhaoyang LvZsolt KiraLearning to cluster in order to transfer across domains and tasks.ICLR2018Conference and Workshop Papersopenconf/iclr/HsuLK18https://openreview.net/forum?id=ByRWCqvT-https://dblp.org/rec/conf/iclr/HsuLK18URL#2592436Zhiting HuZichao YangRuslan SalakhutdinovEric P. XingOn Unifying Deep Generative Models.ICLR2018Conference and Workshop Papersopenconf/iclr/HuYSX18https://openreview.net/forum?id=rylSzl-R-https://dblp.org/rec/conf/iclr/HuYSX18URL#2592438Gao HuangDanlu ChenTianhong LiFelix WuLaurens van der MaatenKilian Q. WeinbergerMulti-Scale Dense Networks for Resource Efficient Image Classification.ICLR2018Conference and Workshop Papersopenconf/iclr/HuangCLWMW18https://openreview.net/forum?id=Hk2aImxAbhttps://dblp.org/rec/conf/iclr/HuangCLWMW18URL#2592440Po-Sen HuangChong WangSitao HuangDengyong ZhouLi Deng 0001Towards Neural Phrase-based Machine Translation.ICLR2018Conference and Workshop Papersopenconf/iclr/HuangWHZ018https://openreview.net/forum?id=HktJec1RZhttps://dblp.org/rec/conf/iclr/HuangWHZ018URL#2592442Hsin-Yuan HuangChenguang ZhuYelong ShenWeizhu ChenFusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension.ICLR2018Conference and Workshop Papersopenconf/iclr/HuangZSC18https://openreview.net/forum?id=BJIgi_eCZhttps://dblp.org/rec/conf/iclr/HuangZSC18URL#2592443Drew A. HudsonChristopher D. ManningCompositional Attention Networks for Machine Reasoning.ICLR2018Conference and Workshop Papersopenconf/iclr/HudsonM18https://openreview.net/forum?id=S1Euwz-Rbhttps://dblp.org/rec/conf/iclr/HudsonM18URL#2592444Daniel Jiwoong ImHe MaGraham W. TaylorKristin BransonQuantitatively Evaluating GANs With Divergences Proposed for Training.ICLR2018Conference and Workshop Papersopenconf/iclr/ImMTB18https://openreview.net/forum?id=SJQHjzZ0-https://dblp.org/rec/conf/iclr/ImMTB18URL#2592445Jörn-Henrik JacobsenArnold W. M. SmeuldersEdouard Oyalloni-RevNet: Deep Invertible Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/JacobsenSO18https://openreview.net/forum?id=HJsjkMb0Zhttps://dblp.org/rec/conf/iclr/JacobsenSO18URL#2592447Andrew JaegleStephen PhillipsDaphne IppolitoKostas DaniilidisUnderstanding image motion with group representations.ICLR2018Conference and Workshop Papersopenconf/iclr/JaeglePID18https://openreview.net/forum?id=SJLlmG-AZhttps://dblp.org/rec/conf/iclr/JaeglePID18URL#2592448David JanzJos van der WesthuizenBrooks PaigeMatt J. KusnerJosé Miguel Hernández-LobatoLearning a Generative Model for Validity in Complex Discrete Structures.ICLR2018Conference and Workshop Papersopenconf/iclr/JanzWPKH18https://openreview.net/forum?id=rkrC3GbRWhttps://dblp.org/rec/conf/iclr/JanzWPKH18URL#2592450Stanislaw JastrzebskiDevansh ArpitNicolas BallasVikas VermaTong CheYoshua BengioResidual Connections Encourage Iterative Inference.ICLR2018Conference and Workshop Papersopenconf/iclr/JastrzebskiABVC18https://openreview.net/forum?id=SJa9iHgAZhttps://dblp.org/rec/conf/iclr/JastrzebskiABVC18URL#2592452Saumya JetleyNicholas A. LordNamhoon LeePhilip H. S. TorrLearn to Pay Attention.ICLR2018Conference and Workshop Papersopenconf/iclr/JetleyLLT18https://openreview.net/forum?id=HyzbhfWRWhttps://dblp.org/rec/conf/iclr/JetleyLLT18URL#2592454Thorsten JoachimsAdith SwaminathanMaarten de RijkeDeep Learning with Logged Bandit Feedback.ICLR2018Conference and Workshop Papersopenconf/iclr/JoachimsSR18https://openreview.net/forum?id=SJaP_-xAbhttps://dblp.org/rec/conf/iclr/JoachimsSR18URL#2592457Lukasz KaiserAidan N. GomezFrançois CholletDepthwise Separable Convolutions for Neural Machine Translation.ICLR2018Conference and Workshop Papersopenconf/iclr/KaiserGC18https://openreview.net/forum?id=S1jBcueAbhttps://dblp.org/rec/conf/iclr/KaiserGC18URL#2592460Ashwin KalyanAbhishek MohtaOleksandr PolozovDhruv BatraPrateek Jain 0002Sumit GulwaniNeural-Guided Deductive Search for Real-Time Program Synthesis from Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/KalyanMPBJG18https://openreview.net/forum?id=rywDjg-RWhttps://dblp.org/rec/conf/iclr/KalyanMPBJG18URL#2592461Tero KarrasTimo AilaSamuli LaineJaakko LehtinenProgressive Growing of GANs for Improved Quality, Stability, and Variation.ICLR2018Conference and Workshop Papersopenconf/iclr/KarrasALL18https://openreview.net/forum?id=Hk99zCeAbhttps://dblp.org/rec/conf/iclr/KarrasALL18URL#2592462Ronald KemkerChristopher KananFearNet: Brain-Inspired Model for Incremental Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/KemkerK18https://openreview.net/forum?id=SJ1Xmf-Rbhttps://dblp.org/rec/conf/iclr/KemkerK18URL#2592463Arbaaz KhanClark ZhangNikolay Atanasov 0001Konstantinos KarydisVijay Kumar 0001Daniel D. LeeMemory Augmented Control Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/KhanZAK0L18https://openreview.net/forum?id=HyfHgI6aWhttps://dblp.org/rec/conf/iclr/KhanZAK0L18URL#2592464Ashish KhetanZachary C. LiptonAnimashree AnandkumarLearning From Noisy Singly-labeled Data.ICLR2018Conference and Workshop Papersopenconf/iclr/KhetanLA18https://openreview.net/forum?id=H1sUHgb0Zhttps://dblp.org/rec/conf/iclr/KhetanLA18URL#2592465Soroosh KhoramJing Li 0073Adaptive Quantization of Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/KhoramL18https://openreview.net/forum?id=SyOK1Sg0Whttps://dblp.org/rec/conf/iclr/KhoramL18URL#2592466Valentin KhrulkovAlexander Novikov 0001Ivan V. OseledetsExpressive power of recurrent neural networks.ICLR2018Conference and Workshop Papersopenconf/iclr/KhrulkovNO18https://openreview.net/forum?id=S1WRibb0Zhttps://dblp.org/rec/conf/iclr/KhrulkovNO18URL#2592467Rahul KidambiPraneeth NetrapalliPrateek Jain 0002Sham M. KakadeOn the insufficiency of existing momentum schemes for Stochastic Optimization.ICLR2018Conference and Workshop Papersopenconf/iclr/KidambiN0K18https://openreview.net/forum?id=rJTutzbA-https://dblp.org/rec/conf/iclr/KidambiN0K18URL#2592468Yannic KilcherAurélien LucchiThomas HofmannSemantic Interpolation in Implicit Models.ICLR2018Conference and Workshop Papersopenconf/iclr/KilcherLH18https://openreview.net/forum?id=H15odZ-C-https://dblp.org/rec/conf/iclr/KilcherLH18URL#2592469Ozsel KilincIsmail UysalLearning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization.ICLR2018Conference and Workshop Papersopenconf/iclr/KilincU18https://openreview.net/forum?id=HkMvEOlAbhttps://dblp.org/rec/conf/iclr/KilincU18URL#2592470Hyeji KimYihan JiangRanvir RanaSreeram KannanSewoong OhPramod ViswanathCommunication Algorithms via Deep Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/KimJRKOV18https://openreview.net/forum?id=ryazCMbR-https://dblp.org/rec/conf/iclr/KimJRKOV18URL#2592471Youngjin KimMinjung Kim 0001Gunhee KimMemorization Precedes Generation: Learning Unsupervised GANs with Memory Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/KimKK18https://openreview.net/forum?id=rkO3uTkAZhttps://dblp.org/rec/conf/iclr/KimKK18URL#2592472Pieter-Jan KindermansKristof T. SchüttMaximilian AlberKlaus-Robert MüllerDumitru ErhanBeen KimSven DähneLearning how to explain neural networks: PatternNet and PatternAttribution.ICLR2018Conference and Workshop Papersopenconf/iclr/KindermansSAMEK18https://openreview.net/forum?id=Hkn7CBaTWhttps://dblp.org/rec/conf/iclr/KindermansSAMEK18URL#2592473Murat KocaogluChristopher SnyderAlexandros G. DimakisSriram VishwanathCausalGAN: Learning Causal Implicit Generative Models with Adversarial Training.ICLR2018Conference and Workshop Papersopenconf/iclr/KocaogluSDV18https://openreview.net/forum?id=BJE-4xW0Whttps://dblp.org/rec/conf/iclr/KocaogluSDV18URL#2592474Shankar KrishnanYing XiaoRif A. SaurousNeumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/KrishnanXS18https://openreview.net/forum?id=rkLyJl-0-https://dblp.org/rec/conf/iclr/KrishnanXS18URL#2592479Thanard KurutachIgnasi ClaveraYan DuanAviv TamarPieter AbbeelModel-Ensemble Trust-Region Policy Optimization.ICLR2018Conference and Workshop Papersopenconf/iclr/KurutachCDTA18https://openreview.net/forum?id=SJJinbWRZhttps://dblp.org/rec/conf/iclr/KurutachCDTA18URL#2592481Guillaume LampleAlexis ConneauLudovic DenoyerMarc'Aurelio RanzatoUnsupervised Machine Translation Using Monolingual Corpora Only.ICLR2018Conference and Workshop Papersopenconf/iclr/LampleCDR18https://openreview.net/forum?id=rkYTTf-AZhttps://dblp.org/rec/conf/iclr/LampleCDR18URL#2592483Guillaume LampleAlexis ConneauMarc'Aurelio RanzatoLudovic DenoyerHervé JégouWord translation without parallel data.ICLR2018Conference and Workshop Papersopenconf/iclr/LampleCRDJ18https://openreview.net/forum?id=H196sainbhttps://dblp.org/rec/conf/iclr/LampleCRDJ18URL#2592484Romain LarocheRaphaël FéraudReinforcement Learning Algorithm Selection.ICLR2018Conference and Workshop Papersopenconf/iclr/LarocheF18https://openreview.net/forum?id=SyoDInJ0-https://dblp.org/rec/conf/iclr/LarocheF18URL#2592485Angeliki LazaridouKarl Moritz HermannKarl TuylsStephen ClarkEmergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input.ICLR2018Conference and Workshop Papersopenconf/iclr/LazaridouHTC18https://openreview.net/forum?id=HJGv1Z-AWhttps://dblp.org/rec/conf/iclr/LazaridouHTC18URL#2592489Tuan Anh Le 0001Maximilian IglTom RainforthTom JinFrank WoodAuto-Encoding Sequential Monte Carlo.ICLR2018Conference and Workshop Papersopenconf/iclr/LeIRJW18https://openreview.net/forum?id=BJ8c3f-0bhttps://dblp.org/rec/conf/iclr/LeIRJW18URL#2592490Rémi LeblondJean-Baptiste AlayracAnton OsokinSimon Lacoste-JulienSEARNN: Training RNNs with global-local losses.ICLR2018Conference and Workshop Papersopenconf/iclr/LeblondAOL18https://openreview.net/forum?id=HkUR_y-RZhttps://dblp.org/rec/conf/iclr/LeblondAOL18URL#2592491Dongsoo LeeDaehyun AhnTaesu KimPierce I-Jen ChuangJae-Joon KimViterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio.ICLR2018Conference and Workshop Papersopenconf/iclr/LeeAKCK18https://openreview.net/forum?id=S1D8MPxA-https://dblp.org/rec/conf/iclr/LeeAKCK18URL#2592493Jaehoon Lee 0001Yasaman BahriRoman NovakSamuel S. SchoenholzJeffrey PenningtonJascha Sohl-DicksteinDeep Neural Networks as Gaussian Processes.ICLR2018Conference and Workshop Papersopenconf/iclr/LeeBNSPS18https://openreview.net/forum?id=B1EA-M-0Zhttps://dblp.org/rec/conf/iclr/LeeBNSPS18URL#2592494Jason Lee 0002Kyunghyun ChoJason WestonDouwe KielaEmergent Translation in Multi-Agent Communication.ICLR2018Conference and Workshop Papersopenconf/iclr/LeeCWK18https://openreview.net/forum?id=H1vEXaxA-https://dblp.org/rec/conf/iclr/LeeCWK18URL#2592495Kangwook Lee 0001Hoon KimChangho SuhSimulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings.ICLR2018Conference and Workshop Papersopenconf/iclr/LeeKS18https://openreview.net/forum?id=SkHDoG-Cbhttps://dblp.org/rec/conf/iclr/LeeKS18URL#2592496Kimin LeeHonglak LeeKibok LeeJinwoo ShinTraining Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples.ICLR2018Conference and Workshop Papersopenconf/iclr/LeeLLS18https://openreview.net/forum?id=ryiAv2xAZhttps://dblp.org/rec/conf/iclr/LeeLLS18URL#2592498Yoav LevineDavid YakiraNadav CohenAmnon ShashuaDeep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design.ICLR2018Conference and Workshop Papersopenconf/iclr/LevineYCS18https://openreview.net/forum?id=SywXXwJAbhttps://dblp.org/rec/conf/iclr/LevineYCS18URL#2592503Daniel LevyMatthew D. HoffmanJascha Sohl-DicksteinGeneralizing Hamiltonian Monte Carlo with Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/LevyHS18https://openreview.net/forum?id=B1n8LexRZhttps://dblp.org/rec/conf/iclr/LevyHS18URL#2592504Chunyuan LiHeerad FarkhoorRosanne LiuJason YosinskiMeasuring the Intrinsic Dimension of Objective Landscapes.ICLR2018Conference and Workshop Papersopenconf/iclr/LiFLY18https://openreview.net/forum?id=ryup8-WCWhttps://dblp.org/rec/conf/iclr/LiFLY18URL#2592507Yingzhen LiRichard E. TurnerGradient Estimators for Implicit Models.ICLR2018Conference and Workshop Papersopenconf/iclr/LiT18https://openreview.net/forum?id=SJi9WOeRbhttps://dblp.org/rec/conf/iclr/LiT18URL#2592509Yaguang LiRose YuCyrus ShahabiYan Liu 0002Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.ICLR2018Conference and Workshop Papersopenconf/iclr/LiYS018https://openreview.net/forum?id=SJiHXGWAZhttps://dblp.org/rec/conf/iclr/LiYS018URL#2592511Shiyu LiangYixuan Li 0001R. Srikant 0001Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/LiangLS18https://openreview.net/forum?id=H1VGkIxRZhttps://dblp.org/rec/conf/iclr/LiangLS18URL#2592512Wu LinNicolas HubacherMohammad Emtiyaz KhanVariational Message Passing with Structured Inference Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/LinHK18https://openreview.net/forum?id=HyH9lbZAWhttps://dblp.org/rec/conf/iclr/LinHK18URL#2592515Yujun Lin 0001Song Han 0003Huizi MaoYu Wang 0002Bill DallyDeep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training.ICLR2018Conference and Workshop Papersopenconf/iclr/LinHM0D18https://openreview.net/forum?id=SkhQHMW0Whttps://dblp.org/rec/conf/iclr/LinHM0D18URL#2592516Hao LiuYihao FengYi MaoDengyong ZhouJian Peng 0001Qiang Liu 0001Action-dependent Control Variates for Policy Optimization via Stein Identity.ICLR2018Conference and Workshop Papersopenconf/iclr/LiuFMZ0018https://openreview.net/forum?id=H1mCp-ZRZhttps://dblp.org/rec/conf/iclr/LiuFMZ0018URL#2592517Evan Zheran LiuKelvin GuuPanupong PasupatTianlin ShiPercy LiangReinforcement Learning on Web Interfaces using Workflow-Guided Exploration.ICLR2018Conference and Workshop Papersopenconf/iclr/LiuGPSL18https://openreview.net/forum?id=ryTp3f-0-https://dblp.org/rec/conf/iclr/LiuGPSL18URL#2592518Xingyu LiuJeff PoolSong Han 0003William J. DallyEfficient Sparse-Winograd Convolutional Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/LiuPHD18https://openreview.net/forum?id=HJzgZ3JCWhttps://dblp.org/rec/conf/iclr/LiuPHD18URL#2592519Peter J. LiuMohammad SalehEtienne PotBen GoodrichRyan SepassiLukasz KaiserNoam ShazeerGenerating Wikipedia by Summarizing Long Sequences.ICLR2018Conference and Workshop Papersopenconf/iclr/LiuSPGSKS18https://openreview.net/forum?id=Hyg0vbWC-https://dblp.org/rec/conf/iclr/LiuSPGSKS18URL#2592520Hanxiao LiuKaren SimonyanOriol VinyalsChrisantha FernandoKoray KavukcuogluHierarchical Representations for Efficient Architecture Search.ICLR2018Conference and Workshop Papersopenconf/iclr/LiuSVFK18https://openreview.net/forum?id=BJQRKzbA-https://dblp.org/rec/conf/iclr/LiuSVFK18URL#2592521Lajanugen LogeswaranHonglak LeeAn efficient framework for learning sentence representations.ICLR2018Conference and Workshop Papersopenconf/iclr/LogeswaranL18https://openreview.net/forum?id=rJvJXZb0Whttps://dblp.org/rec/conf/iclr/LogeswaranL18URL#2592524Christos LouizosMax WellingDiederik P. KingmaLearning Sparse Neural Networks through L_0 Regularization.ICLR2018Conference and Workshop Papersopenconf/iclr/LouizosWK18https://openreview.net/forum?id=H1Y8hhg0bhttps://dblp.org/rec/conf/iclr/LouizosWK18URL#2592527Xingjun MaBo Li 0026Yisen Wang 0001Sarah M. ErfaniSudanthi N. R. WijewickremaGrant SchoenebeckDawn SongMichael E. HouleJames Bailey 0001Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality.ICLR2018Conference and Workshop Papersopenconf/iclr/Ma0WEWSSHB18https://openreview.net/forum?id=B1gJ1L2aWhttps://dblp.org/rec/conf/iclr/Ma0WEWSSHB18URL#2592530Marlos C. MachadoClemens RosenbaumXiaoxiao GuoMiao Liu 0001Gerald TesauroMurray CampbellEigenoption Discovery through the Deep Successor Representation.ICLR2018Conference and Workshop Papersopenconf/iclr/MachadoRGLTC18https://openreview.net/forum?id=Bk8ZcAxR-https://dblp.org/rec/conf/iclr/MachadoRGLTC18URL#2592532Sergio Valcarcel MacuaJavier ZazoSantiago ZazoLearning Parametric Closed-Loop Policies for Markov Potential Games.ICLR2018Conference and Workshop Papersopenconf/iclr/MacuaZZ18https://openreview.net/forum?id=rJm7VfZA-https://dblp.org/rec/conf/iclr/MacuaZZ18URL#2592533Aleksander MadryAleksandar MakelovLudwig SchmidtDimitris TsiprasAdrian VladuTowards Deep Learning Models Resistant to Adversarial Attacks.ICLR2018Conference and Workshop Papersopenconf/iclr/MadryMSTV18https://openreview.net/forum?id=rJzIBfZAbhttps://dblp.org/rec/conf/iclr/MadryMSTV18URL#2592535Jiayuan MaoHonghua DongJoseph J. LimUniversal Agent for Disentangling Environments and Tasks.ICLR2018Conference and Workshop Papersopenconf/iclr/MaoDL18https://openreview.net/forum?id=B1mvVm-C-https://dblp.org/rec/conf/iclr/MaoDL18URL#2592536James MartensJimmy BaMatt JohnsonKronecker-factored Curvature Approximations for Recurrent Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/MartensBJ18https://openreview.net/forum?id=HyMTkQZAbhttps://dblp.org/rec/conf/iclr/MartensBJ18URL#2592538Eric MartinChris CundyParallelizing Linear Recurrent Neural Nets Over Sequence Length.ICLR2018Conference and Workshop Papersopenconf/iclr/MartinC18https://openreview.net/forum?id=HyUNwulC-https://dblp.org/rec/conf/iclr/MartinC18URL#2592539Alexander G. de G. MatthewsJiri HronMark RowlandRichard E. TurnerZoubin GhahramaniGaussian Process Behaviour in Wide Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/MatthewsHRTG18https://openreview.net/forum?id=H1-nGgWC-https://dblp.org/rec/conf/iclr/MatthewsHRTG18URL#2592540Mark D. McDonnellTraining wide residual networks for deployment using a single bit for each weight.ICLR2018Conference and Workshop Papersopenconf/iclr/McDonnell18https://openreview.net/forum?id=rytNfI1AZhttps://dblp.org/rec/conf/iclr/McDonnell18URL#2592541H. Brendan McMahanDaniel RamageKunal TalwarLi Zhang 0001Learning Differentially Private Recurrent Language Models.ICLR2018Conference and Workshop Papersopenconf/iclr/McMahanRT018https://openreview.net/forum?id=BJ0hF1Z0bhttps://dblp.org/rec/conf/iclr/McMahanRT018URL#2592542Gábor MelisChris DyerPhil BlunsomOn the State of the Art of Evaluation in Neural Language Models.ICLR2018Conference and Workshop Papersopenconf/iclr/MelisDB18https://openreview.net/forum?id=ByJHuTgA-https://dblp.org/rec/conf/iclr/MelisDB18URL#2592543Gonzalo E. MenaDavid BelangerScott W. LindermanJasper SnoekLearning Latent Permutations with Gumbel-Sinkhorn Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/MenaBLS18https://openreview.net/forum?id=Byt3oJ-0Whttps://dblp.org/rec/conf/iclr/MenaBLS18URL#2592544Stephen MerityNitish Shirish KeskarRichard SocherRegularizing and Optimizing LSTM Language Models.ICLR2018Conference and Workshop Papersopenconf/iclr/MerityKS18https://openreview.net/forum?id=SyyGPP0TZhttps://dblp.org/rec/conf/iclr/MerityKS18URL#2592545Elliot MeyersonRisto MiikkulainenBeyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering.ICLR2018Conference and Workshop Papersopenconf/iclr/MeyersonM18https://openreview.net/forum?id=BkXmYfbAZhttps://dblp.org/rec/conf/iclr/MeyersonM18URL#2592547Paulius MicikeviciusSharan NarangJonah AlbenGregory F. DiamosErich ElsenDavid GarcíaBoris GinsburgMichael HoustonOleksii KuchaievGanesh VenkateshHao WuMixed Precision Training.ICLR2018Conference and Workshop Papersopenconf/iclr/MicikeviciusNAD18https://openreview.net/forum?id=r1gs9JgRZhttps://dblp.org/rec/conf/iclr/MicikeviciusNAD18URL#2592548Azalia MirhoseiniAnna GoldieHieu Pham 0001Benoit SteinerQuoc V. LeJeff DeanA Hierarchical Model for Device Placement.ICLR2018Conference and Workshop Papersopenconf/iclr/MirhoseiniGPSLD18https://openreview.net/forum?id=Hkc-TeZ0Whttps://dblp.org/rec/conf/iclr/MirhoseiniGPSLD18URL#2592550Asit K. MishraDebbie MarrApprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy.ICLR2018Conference and Workshop Papersopenconf/iclr/MishraM18https://openreview.net/forum?id=B1ae1lZRbhttps://dblp.org/rec/conf/iclr/MishraM18URL#2592551Asit K. MishraEriko NurvitadhiJeffrey J. CookDebbie MarrWRPN: Wide Reduced-Precision Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/MishraNCM18https://openreview.net/forum?id=B1ZvaaeAZhttps://dblp.org/rec/conf/iclr/MishraNCM18URL#2592552Nikhil MishraMostafa RohaninejadXi Chen 0022Pieter AbbeelA Simple Neural Attentive Meta-Learner.ICLR2018Conference and Workshop Papersopenconf/iclr/MishraR0A18https://openreview.net/forum?id=B1DmUzWAWhttps://dblp.org/rec/conf/iclr/MishraR0A18URL#2592553Takeru MiyatoMasanori KoyamacGANs with Projection Discriminator.ICLR2018Conference and Workshop Papersopenconf/iclr/MiyatoK18https://openreview.net/forum?id=ByS1VpgRZhttps://dblp.org/rec/conf/iclr/MiyatoK18URL#2592554Takeru MiyatoToshiki KataokaMasanori KoyamaYuichi YoshidaSpectral Normalization for Generative Adversarial Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/MiyatoKKY18https://openreview.net/forum?id=B1QRgziT-https://dblp.org/rec/conf/iclr/MiyatoKKY18URL#2592555Manuel Molano-MazonArno OnkenEugenio PiasiniStefano PanzeriSynthesizing realistic neural population activity patterns using Generative Adversarial Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/Molano-MazonOPP18https://openreview.net/forum?id=r1VVsebAZhttps://dblp.org/rec/conf/iclr/Molano-MazonOPP18URL#2592556Seyed-Mohsen Moosavi-DezfooliAlhussein FawziOmar FawziPascal FrossardStefano SoattoRobustness of Classifiers to Universal Perturbations: A Geometric Perspective.ICLR2018Conference and Workshop Papersopenconf/iclr/Moosavi-Dezfooli18https://openreview.net/forum?id=ByrZyglCbhttps://dblp.org/rec/conf/iclr/Moosavi-Dezfooli18URL#2592557Ari S. MorcosDavid G. T. BarrettNeil C. RabinowitzMatthew M. BotvinickOn the importance of single directions for generalization.ICLR2018Conference and Workshop Papersopenconf/iclr/MorcosBRB18https://openreview.net/forum?id=r1iuQjxCZhttps://dblp.org/rec/conf/iclr/MorcosBRB18URL#2592558Pietro MorerioJacopo CavazzaVittorio MurinoMinimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation.ICLR2018Conference and Workshop Papersopenconf/iclr/MorerioCM18https://openreview.net/forum?id=rJWechg0Zhttps://dblp.org/rec/conf/iclr/MorerioCM18URL#2592560Youssef MrouehChun-Liang LiTom SercuAnant RajYu ChengSobolev GAN.ICLR2018Conference and Workshop Papersopenconf/iclr/MrouehLSRC18https://openreview.net/forum?id=SJA7xfb0bhttps://dblp.org/rec/conf/iclr/MrouehLSRC18URL#2592561Jiaqi MuPramod ViswanathAll-but-the-Top: Simple and Effective Postprocessing for Word Representations.ICLR2018Conference and Workshop Papersopenconf/iclr/MuV18https://openreview.net/forum?id=HkuGJ3kCbhttps://dblp.org/rec/conf/iclr/MuV18URL#2592562Vijayaraghavan MuraliLetao QiSwarat ChaudhuriChris JermaineNeural Sketch Learning for Conditional Program Generation.ICLR2018Conference and Workshop Papersopenconf/iclr/MuraliQCJ18https://openreview.net/forum?id=HkfXMz-Abhttps://dblp.org/rec/conf/iclr/MuraliQCJ18URL#2592563W. James MurdochPeter J. LiuBin Yu 0001Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs.ICLR2018Conference and Workshop Papersopenconf/iclr/MurdochLY18https://openreview.net/forum?id=rkRwGg-0Zhttps://dblp.org/rec/conf/iclr/MurdochLY18URL#2592564Taesik NaJong Hwan KoSaibal MukhopadhyayCascade Adversarial Machine Learning Regularized with a Unified Embedding.ICLR2018Conference and Workshop Papersopenconf/iclr/NaKM18https://openreview.net/forum?id=HyRVBzap-https://dblp.org/rec/conf/iclr/NaKM18URL#2592565Ofir NachumMohammad Norouzi 0002Kelvin XuDale SchuurmansTrust-PCL: An Off-Policy Trust Region Method for Continuous Control.ICLR2018Conference and Workshop Papersopenconf/iclr/Nachum0XS18https://openreview.net/forum?id=HyrCWeWCbhttps://dblp.org/rec/conf/iclr/Nachum0XS18URL#2592566Behnam NeyshaburSrinadh BhojanapalliNathan SrebroA PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/NeyshaburBS18https://openreview.net/forum?id=Skz_WfbCZhttps://dblp.org/rec/conf/iclr/NeyshaburBS18URL#2592569Cuong V. NguyenYingzhen LiThang D. BuiRichard E. TurnerVariational Continual Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/NguyenLBT18https://openreview.net/forum?id=BkQqq0gRbhttps://dblp.org/rec/conf/iclr/NguyenLBT18URL#2592572Roman NovakYasaman BahriDaniel A. AbolafiaJeffrey PenningtonJascha Sohl-DicksteinSensitivity and Generalization in Neural Networks: an Empirical Study.ICLR2018Conference and Workshop Papersopenconf/iclr/NovakBAPS18https://openreview.net/forum?id=HJC2SzZCWhttps://dblp.org/rec/conf/iclr/NovakBAPS18URL#2592574Alex NowakDavid FolquéJoan BrunaDivide and Conquer Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/NowakFB18https://openreview.net/forum?id=B1jscMbAWhttps://dblp.org/rec/conf/iclr/NowakFB18URL#2592575Sebastian NowozinDebiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference.ICLR2018Conference and Workshop Papersopenconf/iclr/Nowozin18https://openreview.net/forum?id=HyZoi-WRbhttps://dblp.org/rec/conf/iclr/Nowozin18URL#2592576Peter O'ConnorEfstratios GavvesMatthias ReisserMax WellingTemporally Efficient Deep Learning with Spikes.ICLR2018Conference and Workshop Papersopenconf/iclr/OConnorGRW18https://openreview.net/forum?id=HkZy-bW0-https://dblp.org/rec/conf/iclr/OConnorGRW18URL#2592578Seong Joon OhMax AugustinMario FritzBernt SchieleTowards Reverse-Engineering Black-Box Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/OhAFS18https://openreview.net/forum?id=BydjJte0-https://dblp.org/rec/conf/iclr/OhAFS18URL#2592579A. Emin OrhanXaq PitkowSkip Connections Eliminate Singularities.ICLR2018Conference and Workshop Papersopenconf/iclr/OrhanP18https://openreview.net/forum?id=HkwBEMWCZhttps://dblp.org/rec/conf/iclr/OrhanP18URL#2592582Nicolas PapernotShuang Song 0001Ilya MironovAnanth RaghunathanKunal TalwarÚlfar ErlingssonScalable Private Learning with PATE.ICLR2018Conference and Workshop Papersopenconf/iclr/PapernotSMRTE18https://openreview.net/forum?id=rkZB1XbRZhttps://dblp.org/rec/conf/iclr/PapernotSMRTE18URL#2592583Emilio ParisottoRuslan SalakhutdinovNeural Map: Structured Memory for Deep Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/ParisottoS18https://openreview.net/forum?id=Bk9zbyZCZhttps://dblp.org/rec/conf/iclr/ParisottoS18URL#2592584Deepak PathakParsa MahmoudiehGuanghao LuoPulkit AgrawalDian Chen 0001Yide ShentuEvan ShelhamerJitendra MalikAlexei A. EfrosTrevor DarrellZero-Shot Visual Imitation.ICLR2018Conference and Workshop Papersopenconf/iclr/PathakMLACSSMED18https://openreview.net/forum?id=BkisuzWRWhttps://dblp.org/rec/conf/iclr/PathakMLACSSMED18URL#2592585Romain PaulusCaiming XiongRichard SocherA Deep Reinforced Model for Abstractive Summarization.ICLR2018Conference and Workshop Papersopenconf/iclr/PaulusXS18https://openreview.net/forum?id=HkAClQgA-https://dblp.org/rec/conf/iclr/PaulusXS18URL#2592586Fabrizio PedersoliGeorge TzanetakisAndrea TagliasacchiEspresso: Efficient Forward Propagation for Binary Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/PedersoliTT18https://openreview.net/forum?id=Sk6fD5yCbhttps://dblp.org/rec/conf/iclr/PedersoliTT18URL#2592587Alexandre PéréSébastien ForestierOlivier SigaudPierre-Yves OudeyerUnsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration.ICLR2018Conference and Workshop Papersopenconf/iclr/PereFSO18https://openreview.net/forum?id=S1DWPP1A-https://dblp.org/rec/conf/iclr/PereFSO18URL#2592588Henning PetzkaAsja FischerDenis LukovnikovOn the regularization of Wasserstein GANs.ICLR2018Conference and Workshop Papersopenconf/iclr/PetzkaFL18https://openreview.net/forum?id=B1hYRMbCWhttps://dblp.org/rec/conf/iclr/PetzkaFL18URL#2592591Alexander PeysakhovichAdam LererConsequentialist conditional cooperation in social dilemmas with imperfect information.ICLR2018Conference and Workshop Papersopenconf/iclr/PeysakhovichL18https://openreview.net/forum?id=BkabRiQpbhttps://dblp.org/rec/conf/iclr/PeysakhovichL18URL#2592592Wei PingKainan PengAndrew GibianskySercan Ömer ArikAjay KannanSharan NarangJonathan RaimanJohn Miller 0001Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/PingPGAKNRM18https://openreview.net/forum?id=HJtEm4p6Zhttps://dblp.org/rec/conf/iclr/PingPGAKNRM18URL#2592597Matthias PlappertRein HouthooftPrafulla DhariwalSzymon SidorRichard Y. ChenXi Chen 0022Tamim AsfourPieter AbbeelMarcin AndrychowiczParameter Space Noise for Exploration.ICLR2018Conference and Workshop Papersopenconf/iclr/PlappertHDSC0AA18https://openreview.net/forum?id=ByBAl2eAZhttps://dblp.org/rec/conf/iclr/PlappertHDSC0AA18URL#2592598Antonio PolinoRazvan PascanuDan AlistarhModel compression via distillation and quantization.ICLR2018Conference and Workshop Papersopenconf/iclr/PolinoPA18https://openreview.net/forum?id=S1XolQbRWhttps://dblp.org/rec/conf/iclr/PolinoPA18URL#2592599Vitchyr PongShixiang GuMurtaza DalalSergey LevineTemporal Difference Models: Model-Free Deep RL for Model-Based Control.ICLR2018Conference and Workshop Papersopenconf/iclr/PongGDL18https://openreview.net/forum?id=Skw0n-W0Zhttps://dblp.org/rec/conf/iclr/PongGDL18URL#2592601Vadim PopovMikhail A. KudinovIrina PiontkovskayaPetr VytovtovAlex NevidomskyDistributed Fine-tuning of Language Models on Private Data.ICLR2018Conference and Workshop Papersopenconf/iclr/PopovKPVN18https://openreview.net/forum?id=HkgNdt26Zhttps://dblp.org/rec/conf/iclr/PopovKPVN18URL#2592602Chao QiaoBo HuangGuocheng NiuDaren LiDaxiang DongWei He 0014Dianhai YuHua Wu 0003A New Method of Region Embedding for Text Classification.ICLR2018Conference and Workshop Papersopenconf/iclr/QiaoHNLD0Y018https://openreview.net/forum?id=BkSDMA36Zhttps://dblp.org/rec/conf/iclr/QiaoHNLD0Y018URL#2592603Aditi RaghunathanJacob SteinhardtPercy LiangCertified Defenses against Adversarial Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/RaghunathanSL18https://openreview.net/forum?id=Bys4ob-Rbhttps://dblp.org/rec/conf/iclr/RaghunathanSL18URL#2592605Sashank J. ReddiSatyen KaleSanjiv KumarOn the Convergence of Adam and Beyond.ICLR2018Conference and Workshop Papersopenconf/iclr/ReddiKK18https://openreview.net/forum?id=ryQu7f-RZhttps://dblp.org/rec/conf/iclr/ReddiKK18URL#2592610Scott E. ReedYutian ChenThomas PaineAäron van den OordS. M. Ali EslamiDanilo J. RezendeOriol VinyalsNando de FreitasFew-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions.ICLR2018Conference and Workshop Papersopenconf/iclr/ReedCPOERVF18https://openreview.net/forum?id=r1wEFyWCWhttps://dblp.org/rec/conf/iclr/ReedCPOERVF18URL#2592611Mengye RenEleni TriantafillouSachin RaviJake SnellKevin SwerskyJoshua B. TenenbaumHugo LarochelleRichard S. ZemelMeta-Learning for Semi-Supervised Few-Shot Classification.ICLR2018Conference and Workshop Papersopenconf/iclr/RenTRSSTLZ18https://openreview.net/forum?id=HJcSzz-CZhttps://dblp.org/rec/conf/iclr/RenTRSSTLZ18URL#2592612Zohar RingelRodrigo Andrade de BemCritical Percolation as a Framework to Analyze the Training of Deep Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/RingelB18https://openreview.net/forum?id=BJGWO9k0Zhttps://dblp.org/rec/conf/iclr/RingelB18URL#2592613Carlos RiquelmeGeorge TuckerJasper SnoekDeep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling.ICLR2018Conference and Workshop Papersopenconf/iclr/RiquelmeTS18https://openreview.net/forum?id=SyYe6k-CWhttps://dblp.org/rec/conf/iclr/RiquelmeTS18URL#2592614Hippolyt RitterAleksandar BotevDavid BarberA Scalable Laplace Approximation for Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/RitterBB18https://openreview.net/forum?id=Skdvd2xAZhttps://dblp.org/rec/conf/iclr/RitterBB18URL#2592615David RolnickMax TegmarkThe power of deeper networks for expressing natural functions.ICLR2018Conference and Workshop Papersopenconf/iclr/RolnickT18https://openreview.net/forum?id=SyProzZAWhttps://dblp.org/rec/conf/iclr/RolnickT18URL#2592617Clemens RosenbaumTim KlingerMatthew RiemerRouting Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/RosenbaumKR18https://openreview.net/forum?id=ry8dvM-R-https://dblp.org/rec/conf/iclr/RosenbaumKR18URL#2592619Kuniaki SaitoYoshitaka UshikuTatsuya HaradaKate SaenkoAdversarial Dropout Regularization.ICLR2018Conference and Workshop Papersopenconf/iclr/SaitoUHS18https://openreview.net/forum?id=HJIoJWZCZhttps://dblp.org/rec/conf/iclr/SaitoUHS18URL#2592626Tim SalimansHan Zhang 0010Alec RadfordDimitris N. MetaxasImproving GANs Using Optimal Transport.ICLR2018Conference and Workshop Papersopenconf/iclr/SalimansZRM18https://openreview.net/forum?id=rkQkBnJAbhttps://dblp.org/rec/conf/iclr/SalimansZRM18URL#2592628Pouya SamangoueiMaya KabkabRama ChellappaDefense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.ICLR2018Conference and Workshop Papersopenconf/iclr/SamangoueiKC18https://openreview.net/forum?id=BkJ3ibb0-https://dblp.org/rec/conf/iclr/SamangoueiKC18URL#2592629Victor Garcia SatorrasJoan Bruna EstrachFew-Shot Learning with Graph Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/SatorrasE18https://openreview.net/forum?id=BJj6qGbRWhttps://dblp.org/rec/conf/iclr/SatorrasE18URL#2592631Nikolay SavinovAlexey DosovitskiyVladlen KoltunSemi-parametric topological memory for navigation.ICLR2018Conference and Workshop Papersopenconf/iclr/SavinovDK18https://openreview.net/forum?id=SygwwGbRWhttps://dblp.org/rec/conf/iclr/SavinovDK18URL#2592632Andrew M. SaxeYamini BansalJoel DapelloMadhu AdvaniArtemy KolchinskyBrendan D. TraceyDavid D. CoxOn the Information Bottleneck Theory of Deep Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/SaxeBDAKTC18https://openreview.net/forum?id=ry_WPG-A-https://dblp.org/rec/conf/iclr/SaxeBDAKTC18URL#2592633Vivien SeguyBharath Bhushan DamodaranRémi FlamaryNicolas CourtyAntoine RoletMathieu BlondelLarge Scale Optimal Transport and Mapping Estimation.ICLR2018Conference and Workshop Papersopenconf/iclr/SeguyDFCRB18https://openreview.net/forum?id=B1zlp1bRWhttps://dblp.org/rec/conf/iclr/SeguyDFCRB18URL#2592638Ozan SenerSilvio SavareseActive Learning for Convolutional Neural Networks: A Core-Set Approach.ICLR2018Conference and Workshop Papersopenconf/iclr/SenerS18https://openreview.net/forum?id=H1aIuk-RWhttps://dblp.org/rec/conf/iclr/SenerS18URL#2592639Sungyong SeoArash MoheghGeorge Ban-WeissYan Liu 0002Automatically Inferring Data Quality for Spatiotemporal Forecasting.ICLR2018Conference and Workshop Papersopenconf/iclr/SeoMBL18https://openreview.net/forum?id=ByJIWUnpWhttps://dblp.org/rec/conf/iclr/SeoMBL18URL#2592640Min Joon SeoSewon MinAli FarhadiHannaneh HajishirziNeural Speed Reading via Skim-RNN.ICLR2018Conference and Workshop Papersopenconf/iclr/SeoMFH18https://openreview.net/forum?id=Sy-dQG-Rbhttps://dblp.org/rec/conf/iclr/SeoMFH18URL#2592641Dmitriy SerdyukNan Rosemary KeAlessandro SordoniAdam TrischlerChris PalYoshua BengioTwin Networks: Matching the Future for Sequence Generation.ICLR2018Conference and Workshop Papersopenconf/iclr/SerdyukKSTPB18https://openreview.net/forum?id=BydLzGb0Zhttps://dblp.org/rec/conf/iclr/SerdyukKSTPB18URL#2592642Nishal P. ShahSasidhar MadugulaE. J. ChichilniskyYoram SingerJonathon ShlensLearning a neural response metric for retinal prosthesis.ICLR2018Conference and Workshop Papersopenconf/iclr/ShahMCSS18https://openreview.net/forum?id=HJhIM0xAWhttps://dblp.org/rec/conf/iclr/ShahMCSS18URL#2592643Uri Shaham 0001Kelly P. StantonHenry LiRonen BasriBoaz NadlerYuval KlugerSpectralNet: Spectral Clustering using Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/ShahamSLBNK18https://openreview.net/forum?id=HJ_aoCyRZhttps://dblp.org/rec/conf/iclr/ShahamSLBNK18URL#2592644Shiv ShankarVihari PiratlaSoumen ChakrabartiSiddhartha ChaudhuriPreethi JyothiSunita SarawagiGeneralizing Across Domains via Cross-Gradient Training.ICLR2018Conference and Workshop Papersopenconf/iclr/ShankarPCCJS18https://openreview.net/forum?id=r1Dx7fbCWhttps://dblp.org/rec/conf/iclr/ShankarPCCJS18URL#2592646Or SharirAmnon ShashuaOn the Expressive Power of Overlapping Architectures of Deep Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/SharirS18https://openreview.net/forum?id=HkNGsseC-https://dblp.org/rec/conf/iclr/SharirS18URL#2592647Sahil SharmaAshutosh Kumar JhaParikshit HegdeBalaraman RavindranLearning to Multi-Task by Active Sampling.ICLR2018Conference and Workshop Papersopenconf/iclr/SharmaJHR18https://openreview.net/forum?id=B1nZ1weCZhttps://dblp.org/rec/conf/iclr/SharmaJHR18URL#2592649Oran ShayerDan LeviEthan FetayaLearning Discrete Weights Using the Local Reparameterization Trick.ICLR2018Conference and Workshop Papersopenconf/iclr/ShayerLF18https://openreview.net/forum?id=BySRH6CpWhttps://dblp.org/rec/conf/iclr/ShayerLF18URL#2592651Yikang ShenZhouhan LinChin-Wei HuangAaron C. CourvilleNeural Language Modeling by Jointly Learning Syntax and Lexicon.ICLR2018Conference and Workshop Papersopenconf/iclr/ShenLHC18https://openreview.net/forum?id=rkgOLb-0Whttps://dblp.org/rec/conf/iclr/ShenLHC18URL#2592653Yanyao ShenHyokun YunZachary C. LiptonYakov KronrodAnimashree AnandkumarDeep Active Learning for Named Entity Recognition.ICLR2018Conference and Workshop Papersopenconf/iclr/ShenYLKA18https://openreview.net/forum?id=ry018WZAZhttps://dblp.org/rec/conf/iclr/ShenYLKA18URL#2592654Tao Shen 0001Tianyi Zhou 0001Guodong LongJing Jiang 0002Chengqi ZhangBi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling.ICLR2018Conference and Workshop Papersopenconf/iclr/ShenZL0Z18https://openreview.net/forum?id=H1cWzoxA-https://dblp.org/rec/conf/iclr/ShenZL0Z18URL#2592655Jiaxin ShiShengyang SunJun Zhu 0001Kernel Implicit Variational Inference.ICLR2018Conference and Workshop Papersopenconf/iclr/ShiS018https://openreview.net/forum?id=r1l4eQW0Zhttps://dblp.org/rec/conf/iclr/ShiS018URL#2592656Rui ShuHung H. BuiHirokazu NaruiStefano ErmonA DIRT-T Approach to Unsupervised Domain Adaptation.ICLR2018Conference and Workshop Papersopenconf/iclr/ShuBNE18https://openreview.net/forum?id=H1q-TM-AWhttps://dblp.org/rec/conf/iclr/ShuBNE18URL#2592660Raphael ShuHideki NakayamaCompressing Word Embeddings via Deep Compositional Code Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/ShuN18https://openreview.net/forum?id=BJRZzFlRbhttps://dblp.org/rec/conf/iclr/ShuN18URL#2592661Tianmin ShuCaiming XiongRichard SocherHierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/ShuXS18https://openreview.net/forum?id=SJJQVZW0bhttps://dblp.org/rec/conf/iclr/ShuXS18URL#2592662Aman Sinha 0001Hongseok NamkoongJohn C. DuchiCertifying Some Distributional Robustness with Principled Adversarial Training.ICLR2018Conference and Workshop Papersopenconf/iclr/SinhaND18https://openreview.net/forum?id=Hk6kPgZA-https://dblp.org/rec/conf/iclr/SinhaND18URL#2592665Samuel L. SmithPieter-Jan KindermansChris YingQuoc V. LeDon't Decay the Learning Rate, Increase the Batch Size.ICLR2018Conference and Workshop Papersopenconf/iclr/SmithKYL18https://openreview.net/forum?id=B1Yy1BxCZhttps://dblp.org/rec/conf/iclr/SmithKYL18URL#2592666Samuel L. SmithQuoc V. LeA Bayesian Perspective on Generalization and Stochastic Gradient Descent.ICLR2018Conference and Workshop Papersopenconf/iclr/SmithL18https://openreview.net/forum?id=BJij4yg0Zhttps://dblp.org/rec/conf/iclr/SmithL18URL#2592667Yang Song 0011Taesup KimSebastian NowozinStefano ErmonNate KushmanPixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/SongKNEK18https://openreview.net/forum?id=rJUYGxbCWhttps://dblp.org/rec/conf/iclr/SongKNEK18URL#2592668Daniel SoudryElad HofferMor Shpigel NacsonNathan SrebroThe Implicit Bias of Gradient Descent on Separable Data.ICLR2018Conference and Workshop Papersopenconf/iclr/SoudryHNS18https://openreview.net/forum?id=r1q7n9gAbhttps://dblp.org/rec/conf/iclr/SoudryHNS18URL#2592671Pablo SprechmannSiddhant M. JayakumarJack W. RaeAlexander PritzelAdrià Puigdomènech BadiaBenigno UriaOriol VinyalsDemis HassabisRazvan PascanuCharles BlundellMemory-based Parameter Adaptation.ICLR2018Conference and Workshop Papersopenconf/iclr/SprechmannJRPBU18https://openreview.net/forum?id=rkfOvGbCWhttps://dblp.org/rec/conf/iclr/SprechmannJRPBU18URL#2592672Sjoerd van SteenkisteMichael ChangKlaus GreffJürgen SchmidhuberRelational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions.ICLR2018Conference and Workshop Papersopenconf/iclr/SteenkisteCGS18https://openreview.net/forum?id=ryH20GbRWhttps://dblp.org/rec/conf/iclr/SteenkisteCGS18URL#2592675Sandeep SubramanianAdam TrischlerYoshua BengioChristopher J. PalLearning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/SubramanianTBP18https://openreview.net/forum?id=B18WgG-CZhttps://dblp.org/rec/conf/iclr/SubramanianTBP18URL#2592676Sainbayar SukhbaatarZeming LinIlya KostrikovGabriel SynnaeveArthur SzlamRob FergusIntrinsic Motivation and Automatic Curricula via Asymmetric Self-Play.ICLR2018Conference and Workshop Papersopenconf/iclr/SukhbaatarLKSSF18https://openreview.net/forum?id=SkT5Yg-RZhttps://dblp.org/rec/conf/iclr/SukhbaatarLKSSF18URL#2592677Swabha SwayamdiptaAnkur P. ParikhTom KwiatkowskiMulti-Mention Learning for Reading Comprehension with Neural Cascades.ICLR2018Conference and Workshop Papersopenconf/iclr/SwayamdiptaPK18https://openreview.net/forum?id=HyRnez-RWhttps://dblp.org/rec/conf/iclr/SwayamdiptaPK18URL#2592678Yaniv TaigmanLior WolfAdam PolyakEliya NachmaniVoiceLoop: Voice Fitting and Synthesis via a Phonological Loop.ICLR2018Conference and Workshop Papersopenconf/iclr/TaigmanWPN18https://openreview.net/forum?id=SkFAWax0-https://dblp.org/rec/conf/iclr/TaigmanWPN18URL#2592681Corentin TallecYann OllivierUnbiased Online Recurrent Optimization.ICLR2018Conference and Workshop Papersopenconf/iclr/TallecO18https://openreview.net/forum?id=rJQDjk-0bhttps://dblp.org/rec/conf/iclr/TallecO18URL#2592682Corentin TallecYann OllivierCan recurrent neural networks warp time?ICLR2018Conference and Workshop Papersopenconf/iclr/TallecO18ahttps://openreview.net/forum?id=SJcKhk-Abhttps://dblp.org/rec/conf/iclr/TallecO18aURL#2592683Aviv TamarKhashayar RohanimaneshYinlam ChowChris VigoritoBen GoodrichMichael KahaneDerik PridmoreImitation Learning from Visual Data with Multiple Intentions.ICLR2018Conference and Workshop Papersopenconf/iclr/TamarRCVGKP18https://openreview.net/forum?id=Hk3ddfWRWhttps://dblp.org/rec/conf/iclr/TamarRCVGKP18URL#2592684Voot TangkarattAbbas AbdolmalekiMasashi SugiyamaGuide Actor-Critic for Continuous Control.ICLR2018Conference and Workshop Papersopenconf/iclr/TangkarattAS18https://openreview.net/forum?id=BJk59JZ0bhttps://dblp.org/rec/conf/iclr/TangkarattAS18URL#2592685Yuji TokozumeYoshitaka UshikuTatsuya HaradaLearning from Between-class Examples for Deep Sound Recognition.ICLR2018Conference and Workshop Papersopenconf/iclr/TokozumeUH18https://openreview.net/forum?id=B1Gi6LeRZhttps://dblp.org/rec/conf/iclr/TokozumeUH18URL#2592687Ilya O. TolstikhinOlivier BousquetSylvain GellyBernhard SchölkopfWasserstein Auto-Encoders.ICLR2018Conference and Workshop Papersopenconf/iclr/TolstikhinBGS18https://openreview.net/forum?id=HkL7n1-0bhttps://dblp.org/rec/conf/iclr/TolstikhinBGS18URL#2592688Robert TorfasonFabian MentzerEirikur AgustssonMichael TschannenRadu TimofteLuc Van GoolTowards Image Understanding from Deep Compression Without Decoding.ICLR2018Conference and Workshop Papersopenconf/iclr/TorfasonMATTG18https://openreview.net/forum?id=HkXWCMbRWhttps://dblp.org/rec/conf/iclr/TorfasonMATTG18URL#2592689Chiheb TrabelsiOlexa BilaniukYing Zhang 0033Dmitriy SerdyukSandeep SubramanianJoão Felipe SantosSoroush MehriNegar RostamzadehYoshua BengioChristopher J. PalDeep Complex Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/TrabelsiBZSSSMR18https://openreview.net/forum?id=H1T2hmZAbhttps://dblp.org/rec/conf/iclr/TrabelsiBZSSSMR18URL#2592691Florian TramèrAlexey KurakinNicolas PapernotIan J. GoodfellowDan BonehPatrick D. McDanielEnsemble Adversarial Training: Attacks and Defenses.ICLR2018Conference and Workshop Papersopenconf/iclr/TramerKPGBM18https://openreview.net/forum?id=rkZvSe-RZhttps://dblp.org/rec/conf/iclr/TramerKPGBM18URL#2592692Dustin TranDavid M. BleiImplicit Causal Models for Genome-wide Association Studies.ICLR2018Conference and Workshop Papersopenconf/iclr/TranB18https://openreview.net/forum?id=SyELrEeAbhttps://dblp.org/rec/conf/iclr/TranB18URL#2592693Alexander TrottCaiming XiongRichard SocherInterpretable Counting for Visual Question Answering.ICLR2018Conference and Workshop Papersopenconf/iclr/TrottXS18https://openreview.net/forum?id=S1J2ZyZ0Zhttps://dblp.org/rec/conf/iclr/TrottXS18URL#2592695Michael TsangDehua ChengYan Liu 0002Detecting Statistical Interactions from Neural Network Weights.ICLR2018Conference and Workshop Papersopenconf/iclr/TsangC018https://openreview.net/forum?id=ByOfBggRZhttps://dblp.org/rec/conf/iclr/TsangC018URL#2592697Lifu TuKevin GimpelLearning Approximate Inference Networks for Structured Prediction.ICLR2018Conference and Workshop Papersopenconf/iclr/TuG18https://openreview.net/forum?id=H1WgVz-AZhttps://dblp.org/rec/conf/iclr/TuG18URL#2592699Thomas UnterthinerBernhard NesslerCalvin SewardGünter KlambauerMartin HeuselHubert RamsauerSepp HochreiterCoulomb GANs: Provably Optimal Nash Equilibria via Potential Fields.ICLR2018Conference and Workshop Papersopenconf/iclr/UnterthinerNSKH18https://openreview.net/forum?id=SkVqXOxCbhttps://dblp.org/rec/conf/iclr/UnterthinerNSKH18URL#2592701Ramakrishna VedantamIan FischerJonathan HuangKevin Murphy 0002Generative Models of Visually Grounded Imagination.ICLR2018Conference and Workshop Papersopenconf/iclr/VedantamFH018https://openreview.net/forum?id=HkCsm6lRbhttps://dblp.org/rec/conf/iclr/VedantamFH018URL#2592703Petar VelickovicGuillem CucurullArantxa CasanovaAdriana RomeroPietro LiòYoshua BengioGraph Attention Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/VelickovicCCRLB18https://openreview.net/forum?id=rJXMpikCZhttps://dblp.org/rec/conf/iclr/VelickovicCCRLB18URL#2592704Tingwu WangRenjie LiaoJimmy BaSanja FidlerNerveNet: Learning Structured Policy with Graph Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/WangLBF18https://openreview.net/forum?id=S1sqHMZCbhttps://dblp.org/rec/conf/iclr/WangLBF18URL#2592707Ke Wang 0022Rishabh SinghZhendong Su 0001Dynamic Neural Program Embeddings for Program Repair.ICLR2018Conference and Workshop Papersopenconf/iclr/WangSS18https://openreview.net/forum?id=BJuWrGW0Zhttps://dblp.org/rec/conf/iclr/WangSS18URL#2592709Shuohang WangMo YuJing Jiang 0001Wei Zhang 0057Xiaoxiao GuoShiyu ChangZhiguo WangTim KlingerGerald TesauroMurray CampbellEvidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.ICLR2018Conference and Workshop Papersopenconf/iclr/WangY0ZGCWKTC18https://openreview.net/forum?id=rJl3yM-Abhttps://dblp.org/rec/conf/iclr/WangY0ZGCWKTC18URL#2592710Xiang Wei 0007Boqing GongZixia LiuWei Lu 0010Liqiang WangImproving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect.ICLR2018Conference and Workshop Papersopenconf/iclr/WeiGL0W18https://openreview.net/forum?id=SJx9GQb0-https://dblp.org/rec/conf/iclr/WeiGL0W18URL#2592711Wei WenYuxiong HeSamyam RajbhandariMinjia ZhangWenhan WangFang LiuBin HuYiran Chen 0001Hai Li 0001Learning Intrinsic Sparse Structures within Long Short-Term Memory.ICLR2018Conference and Workshop Papersopenconf/iclr/WenHRZWLHC018https://openreview.net/forum?id=rk6cfpRjZhttps://dblp.org/rec/conf/iclr/WenHRZWLHC018URL#2592713Yeming WenPaul VicolJimmy BaDustin TranRoger B. GrosseFlipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches.ICLR2018Conference and Workshop Papersopenconf/iclr/WenVBTG18https://openreview.net/forum?id=rJNpifWAbhttps://dblp.org/rec/conf/iclr/WenVBTG18URL#2592714Tsui-Wei WengHuan Zhang 0001Pin-Yu ChenJinfeng YiDong SuYupeng GaoCho-Jui HsiehLuca DanielEvaluating the Robustness of Neural Networks: An Extreme Value Theory Approach.ICLR2018Conference and Workshop Papersopenconf/iclr/WengZCYSGHD18https://openreview.net/forum?id=BkUHlMZ0bhttps://dblp.org/rec/conf/iclr/WengZCYSGHD18URL#2592715Aleksander WieczorekMario WieserDamian MurezzanVolker Roth 0001Learning Sparse Latent Representations with the Deep Copula Information Bottleneck.ICLR2018Conference and Workshop Papersopenconf/iclr/WieczorekWM018https://openreview.net/forum?id=Hk0wHx-RWhttps://dblp.org/rec/conf/iclr/WieczorekWM018URL#2592716Travis L. WilliamsRobert LiWavelet Pooling for Convolutional Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/WilliamsL18https://openreview.net/forum?id=rkhlb8lCZhttps://dblp.org/rec/conf/iclr/WilliamsL18URL#2592717Shuang WuGuoqi LiFeng ChenLuping ShiTraining and Inference with Integers in Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/WuLCS18https://openreview.net/forum?id=HJGXzmspbhttps://dblp.org/rec/conf/iclr/WuLCS18URL#2592719Cathy Wu 0002Aravind RajeswaranYan DuanVikash KumarAlexandre M. BayenSham M. KakadeIgor MordatchPieter AbbeelVariance Reduction for Policy Gradient with Action-Dependent Factorized Baselines.ICLR2018Conference and Workshop Papersopenconf/iclr/WuRDKBKMA18https://openreview.net/forum?id=H1tSsb-AWhttps://dblp.org/rec/conf/iclr/WuRDKBKMA18URL#2592721Yuhuai WuMengye RenRenjie LiaoRoger B. GrosseUnderstanding Short-Horizon Bias in Stochastic Meta-Optimization.ICLR2018Conference and Workshop Papersopenconf/iclr/WuRLG18https://openreview.net/forum?id=H1MczcgR-https://dblp.org/rec/conf/iclr/WuRLG18URL#2592722Yan Wu 0010Greg WayneAlex GravesTimothy P. LillicrapThe Kanerva Machine: A Generative Distributed Memory.ICLR2018Conference and Workshop Papersopenconf/iclr/WuWGL18https://openreview.net/forum?id=S1HlA-ZAZhttps://dblp.org/rec/conf/iclr/WuWGL18URL#2592723Da XiaoJo-Yu LiaoXingyuan YuanImproving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction.ICLR2018Conference and Workshop Papersopenconf/iclr/XiaoLY18https://openreview.net/forum?id=rJlMAAeC-https://dblp.org/rec/conf/iclr/XiaoLY18URL#2592726Chaowei XiaoJun-Yan ZhuBo Li 0026Warren HeMingyan LiuDawn SongSpatially Transformed Adversarial Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/XiaoZ0HLS18https://openreview.net/forum?id=HyydRMZC-https://dblp.org/rec/conf/iclr/XiaoZ0HLS18URL#2592727Cihang XieJianyu Wang 0001Zhishuai ZhangZhou RenAlan L. YuilleMitigating Adversarial Effects Through Randomization.ICLR2018Conference and Workshop Papersopenconf/iclr/XieWZRY18https://openreview.net/forum?id=Sk9yuql0Zhttps://dblp.org/rec/conf/iclr/XieWZRY18URL#2592728Caiming XiongVictor ZhongRichard SocherDCN+: Mixed Objective And Deep Residual Coattention for Question Answering.ICLR2018Conference and Workshop Papersopenconf/iclr/XiongZS18https://openreview.net/forum?id=H1meywxRWhttps://dblp.org/rec/conf/iclr/XiongZS18URL#2592729Chen XuJianqiang YaoZhouchen LinWenwu OuYuanbin CaoZhirong WangHongbin ZhaAlternating Multi-bit Quantization for Recurrent Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/XuYLOCWZ18https://openreview.net/forum?id=S19dR9x0bhttps://dblp.org/rec/conf/iclr/XuYLOCWZ18URL#2592730Abhay Kumar YadavSohil ShahZheng Xu 0002David W. JacobsTom GoldsteinStabilizing Adversarial Nets with Prediction Methods.ICLR2018Conference and Workshop Papersopenconf/iclr/YadavS0JG18https://openreview.net/forum?id=Skj8Kag0Zhttps://dblp.org/rec/conf/iclr/YadavS0JG18URL#2592731Zhilin YangZihang DaiRuslan SalakhutdinovWilliam W. CohenBreaking the Softmax Bottleneck: A High-Rank RNN Language Model.ICLR2018Conference and Workshop Papersopenconf/iclr/YangDSC18https://openreview.net/forum?id=HkwZSG-CZhttps://dblp.org/rec/conf/iclr/YangDSC18URL#2592733Jiachen YangXiaojing YeRakshit TrivediHuan XuHongyuan ZhaLearning Deep Mean Field Games for Modeling Large Population Behavior.ICLR2018Conference and Workshop Papersopenconf/iclr/YangYTXZ18https://openreview.net/forum?id=HktK4BeCZhttps://dblp.org/rec/conf/iclr/YangYTXZ18URL#2592735Zhilin YangSaizheng ZhangJack UrbanekWill FengAlexander H. MillerArthur SzlamDouwe KielaJason WestonMastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent.ICLR2018Conference and Workshop Papersopenconf/iclr/YangZUFMSKW18https://openreview.net/forum?id=SJ-C6JbRWhttps://dblp.org/rec/conf/iclr/YangZUFMSKW18URL#2592737Jianbo YeXin Lu 0006Zhe Lin 0001James Z. Wang 0001Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers.ICLR2018Conference and Workshop Papersopenconf/iclr/YeL0W18https://openreview.net/forum?id=HJ94fqApWhttps://dblp.org/rec/conf/iclr/YeL0W18URL#2592739Bojian YinMarleen BalvertDavide ZambranoAlexander SchönhuthSander M. BohtéAn image representation based convolutional network for DNA classification.ICLR2018Conference and Workshop Papersopenconf/iclr/YinBZSB18https://openreview.net/forum?id=HJvvRoe0Whttps://dblp.org/rec/conf/iclr/YinBZSB18URL#2592740Dani YogatamaYishu MiaoGábor MelisWang LingAdhiguna KuncoroChris DyerPhil BlunsomMemory Architectures in Recurrent Neural Network Language Models.ICLR2018Conference and Workshop Papersopenconf/iclr/YogatamaMMLKDB18https://openreview.net/forum?id=SkFqf0lAZhttps://dblp.org/rec/conf/iclr/YogatamaMMLKDB18URL#2592741Jinsung YoonJames JordonMihaela van der SchaarGANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets.ICLR2018Conference and Workshop Papersopenconf/iclr/YoonJS18https://openreview.net/forum?id=ByKWUeWA-https://dblp.org/rec/conf/iclr/YoonJS18URL#2592742Jaehong YoonEunho YangJeongtae LeeSung Ju HwangLifelong Learning with Dynamically Expandable Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/YoonYLH18https://openreview.net/forum?id=Sk7KsfW0-https://dblp.org/rec/conf/iclr/YoonYLH18URL#2592744Jinsung YoonWilliam R. ZameMihaela van der SchaarDeep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/YoonZS18https://openreview.net/forum?id=r1SnX5xCbhttps://dblp.org/rec/conf/iclr/YoonZS18URL#2592745Adams Wei YuDavid DohanMinh-Thang LuongRui ZhaoKai Chen 0010Mohammad Norouzi 0002Quoc V. LeQANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension.ICLR2018Conference and Workshop Papersopenconf/iclr/YuDLZ00L18https://openreview.net/forum?id=B14TlG-RWhttps://dblp.org/rec/conf/iclr/YuDLZ00L18URL#2592747Haonan YuHaichao Zhang 0001Wei Xu 0017Interactive Grounded Language Acquisition and Generalization in a 2D World.ICLR2018Conference and Workshop Papersopenconf/iclr/YuZX18https://openreview.net/forum?id=H1UOm4gA-https://dblp.org/rec/conf/iclr/YuZX18URL#2592751Chulhee YunSuvrit SraAli JadbabaieGlobal Optimality Conditions for Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/YunSJ18https://openreview.net/forum?id=BJk7Gf-CZhttps://dblp.org/rec/conf/iclr/YunSJ18URL#2592753Ke Zhai 0001Huan WangAdaptive Dropout with Rademacher Complexity Regularization.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhaiW18https://openreview.net/forum?id=S1uxsye0Zhttps://dblp.org/rec/conf/iclr/ZhaiW18URL#2592755Hao Zhang 0050Bo Chen 0001Dandan GuoMingyuan ZhouWHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling.ICLR2018Conference and Workshop Papersopenconf/iclr/Zhang0GZ18https://openreview.net/forum?id=S1cZsf-RWhttps://dblp.org/rec/conf/iclr/Zhang0GZ18URL#2592756Pengchuan ZhangQiang Liu 0001Dengyong ZhouTao XuXiaodong He 0001On the Discrimination-Generalization Tradeoff in GANs.ICLR2018Conference and Workshop Papersopenconf/iclr/Zhang0ZX018https://openreview.net/forum?id=Hk9Xc_lR-https://dblp.org/rec/conf/iclr/Zhang0ZX018URL#2592757Hongyi ZhangMoustapha CisséYann N. DauphinDavid Lopez-Pazmixup: Beyond Empirical Risk Minimization.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhangCDL18https://openreview.net/forum?id=r1Ddp1-Rbhttps://dblp.org/rec/conf/iclr/ZhangCDL18URL#2592758Yan Zhang 0067Jonathon S. HareAdam Prügel-BennettLearning to Count Objects in Natural Images for Visual Question Answering.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhangHP18https://openreview.net/forum?id=B12Js_yRbhttps://dblp.org/rec/conf/iclr/ZhangHP18URL#2592759Dejiao ZhangHaozhu WangMário A. T. FigueiredoLaura BalzanoLearning to Share: simultaneous parameter tying and Sparsification in Deep Learning.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhangWFB18https://openreview.net/forum?id=rypT3fb0bhttps://dblp.org/rec/conf/iclr/ZhangWFB18URL#2592764Zhengli ZhaoDheeru DuaSameer Singh 0001Generating Natural Adversarial Examples.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhaoDS18https://openreview.net/forum?id=H1BLjgZCbhttps://dblp.org/rec/conf/iclr/ZhaoDS18URL#2592766Tianyi Zhou 0001Jeff A. BilmesMinimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhouB18https://openreview.net/forum?id=BywyFQlAWhttps://dblp.org/rec/conf/iclr/ZhouB18URL#2592769Zhiming ZhouHan CaiShu RongYuxuan SongKan RenWeinan Zhang 0001Jun Wang 0012Yong Yu 0001Activation Maximization Generative Adversarial Nets.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhouCRSRZ0018https://openreview.net/forum?id=HyyP33gAZhttps://dblp.org/rec/conf/iclr/ZhouCRSRZ0018URL#2592770Pan ZhouJiashi FengEmpirical Risk Landscape Analysis for Understanding Deep Neural Networks.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhouF18https://openreview.net/forum?id=B1QgVti6Zhttps://dblp.org/rec/conf/iclr/ZhouF18URL#2592771Yi Zhou 0017Yingbin LiangCritical Points of Linear Neural Networks: Analytical Forms and Landscape Properties.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhouL18https://openreview.net/forum?id=SysEexbRbhttps://dblp.org/rec/conf/iclr/ZhouL18URL#2592772Yi Zhou 0023Zimo LiShuangjiu XiaoChong HeZeng HuangHao Li 0015Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhouLXHH018https://openreview.net/forum?id=r11Q2SlRWhttps://dblp.org/rec/conf/iclr/ZhouLXHH018URL#2592773Feiwen ZhuJeff PoolMichael AnderschJeremy AppleyardFung XieSparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip.ICLR2018Conference and Workshop Papersopenconf/iclr/ZhuPAAX18https://openreview.net/forum?id=HkxF5RgC-https://dblp.org/rec/conf/iclr/ZhuPAAX18URL#2592775Konrad ZolnaDevansh ArpitDendi SuhubdyYoshua BengioFraternal Dropout.ICLR2018Conference and Workshop Papersopenconf/iclr/ZolnaASB18https://openreview.net/forum?id=SJyVzQ-C-https://dblp.org/rec/conf/iclr/ZolnaASB18URL#2592776Bo ZongQi SongMartin Renqiang MinWei Cheng 0002Cristian LumezanuDae-ki ChoHaifeng ChenDeep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection.ICLR2018Conference and Workshop Papersopenconf/iclr/ZongSMCLCC18https://openreview.net/forum?id=BJJLHbb0-https://dblp.org/rec/conf/iclr/ZongSMCLCC18URL#25927776th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track ProceedingsICLROpenReview.net2018Editorshipopenconf/iclr/2018https://openreview.net/group?id=ICLR.cc/2018/Conferencehttps://dblp.org/rec/conf/iclr/2018URL#2685294