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ORCIDCoRR, November 2019
- Iou-Jen Liu, Raymond A. Yeh, Alexander G. Schwing:
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning.
- Henri Calandra, Serge Gratton, Elisa Riccietti
, Xavier Vasseur:
On the iterative solution of systems of the form ATA x=ATb+c. - Raymond A. Yeh, Yuan-Ting Hu, Alexander G. Schwing:
Chirality Nets for Human Pose Regression. - Saurabh Sahu, Rahul Gupta, Carol Y. Espy-Wilson:
Modeling Feature Representations for Affective Speech using Generative Adversarial Networks. - Jayadev Acharya, Kallista A. Bonawitz, Peter Kairouz, Daniel Ramage, Ziteng Sun:
Context-Aware Local Differential Privacy. - Arnav Thakur, Reza Malekian:
Fog Computing for Detecting Vehicular Congestion, An Internet of Vehicles based Approach: A review. - Uwe Baier, Thomas Büchler, Enno Ohlebusch, Pascal Weber:
Edge minimization in de Bruijn graphs. - Thomas D. LaToza, Maryam Arab, Dastyni Loksa, Amy J. Ko:
Explicit Programming Strategies. - Ali Sadeghian, Mohammadreza Armandpour, Patrick Ding, Daisy Zhe Wang:
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs. - Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach:
DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. - Li Sun, Zhongbao Zhang, Pengxin Ji, Jian Wen, Sen Su, Philip S. Yu:
DNA: Dynamic Social Network Alignment. - Jian Ni, Radu Florian:
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping. - Mohammad Eslami, Mahdi Karami, Sedigheh Eslami, Solale Tabarestani, Farah Torkamani-Azar, Christoph Meinel:
SignCol: Open-Source Software for Collecting Sign Language Gestures. - William Lund Sommer, Alexandros Iosifidis:
Text-to-image synthesis method evaluation based on visual patterns. - Peter Benner, Pawan Goyal, Paul Van Dooren:
Identification of Port-Hamiltonian Systems from Frequency Response Data. - Yiwei Fu, Samer Saab Jr., Asok Ray, Michael Hauser:
A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems. - Rise Ooi, Takeshi Iwashita, Takeshi Fukaya, Akihiro Ida, Rio Yokota:
Effect of Mixed Precision Computing on H-Matrix Vector Multiplication in BEM Analysis. - Vaibhav Kumar, Barry Cardiff, Shankar Prakriya, Mark F. Flanagan:
Link-Layer Capacity of Downlink NOMA with Generalized Selection Combining Receivers. - Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis:
End-to-end Non-Negative Autoencoders for Sound Source Separation. - Nanzhe Wang, Dongxiao Zhang, Haibin Chang, Heng Li:
Deep Learning of Subsurface Flow via Theory-guided Neural Network. - Nabeel Seedat, Christopher Kanan:
Towards calibrated and scalable uncertainty representations for neural networks. - Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
On Neural Architecture Search for Resource-Constrained Hardware Platforms. - Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach:
RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning Pipelines. - Andrew J. Weinert:
Method to Characterize UAS Vehicle to Vehicle Encounters using Open Source Data by the UAS SARP. - Nicolas Boullé, Alex Townsend:
Computing with functions in the ball. - Chengcheng Wan, Muhammad Husni Santriaji, Eri Rogers, Henry Hoffmann, Michael Maire, Shan Lu:
ALERT: Accurate Anytime Learning for Energy and Timeliness. - Juncheng B. Li, Shuhui Qu, Xinjian Li, J. Zico Kolter, Florian Metze:
Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. - Elsbeth Turcan, Kathleen R. McKeown:
Dreaddit: A Reddit Dataset for Stress Analysis in Social Media. - Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. - Xinyu Huang, Yuting Fang, Adam Noel, Nan Yang:
Channel Characterization for 1D Molecular Communication with Two Absorbing Receivers. - Christopher Thomas, Adriana Kovashka:
Predicting the Politics of an Image Using Webly Supervised Data. - Volodymyr Buriachok, M. Hadzhyiev, Volodymyr Sokolov, Pavlo Skladannyi, L. Kuzmenko:
Implementation of an Index Optimize Technology for Highly Specialized Terms based on the Phonetic Algorithm Metaphone. - Alvaro Javier Ortega, Raimundo Sampaio Neto, Rodrigo Pereira David:
On hybrid precoder/combiner for downlink mmWave massive MU-MIMO systems. - Xianmang He, Yindong Chen:
Construction of Const Dimension Codes from Serval Parallel Lift MRD Code. - Ali Ayub, Alan R. Wagner:
Centroid-Based Scene Classification (CBSC): Using Deep Features and Clustering for RGB-D Indoor Scene Classification. - Alex S. Leong, Daniel E. Quevedo, Subhrakanti Dey:
A Game-Theoretic Approach to Covert Communications. - Jennifer Paykin, Eric Mertens, Mark Tullsen, Luke Maurer, Benoît Razet, Alexander Bakst, Scott Moore:
Weird Machines as Insecure Compilation. - Yuval Filmus, Noam Lifshitz, Dor Minzer, Elchanan Mossel:
AND Testing and Robust Judgement Aggregation. - Santiago Segarra, T. Mitchell Roddenberry, Facundo Mémoli, Alejandro Ribeiro:
Metric Representations of Networks: A Uniqueness Result. - Wenjie Lu, Dikai Liu:
A2: Extracting Cyclic Switchings from DOB-nets for Rejecting Excessive Disturbances. - Peilin Zheng, Zibin Zheng, Hongning Dai:
XBlock-ETH: Extracting and Exploring Blockchain Data From Ethereum. - Ritwik Bera, Vinicius G. Goecks, Gregory M. Gremillion, John Valasek, Nicholas R. Waytowich:
PODNet: A Neural Network for Discovery of Plannable Options. - Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis:
Generalization through Memorization: Nearest Neighbor Language Models. - Neel Doshi, Francois Robert Hogan, Alberto Rodriguez:
Hybrid Differential Dynamic Programming for Planar Manipulation Primitives. - Dmitrii Emelianenko, Elena Voita, Pavel Serdyukov:
Sequence Modeling with Unconstrained Generation Order. - Anindya De, Rocco A. Servedio:
Kruskal-Katona for convex sets, with applications. - Yifei Wang, Rui Liu, Yong Chen, Hui Zhang, Zhiwen Ye:
Regularized Non-negative Spectral Embedding for Clustering. - Yuxuan Sun, Sheng Zhou, Deniz Gündüz:
Energy-Aware Analog Aggregation for Federated Learning with Redundant Data. - Yi-Ling Qiao, Lin Gao, Shu-Zhi Liu, Ligang Liu, Yu-Kun Lai, Xilin Chen:
Learning-based Real-time Detection of Intrinsic Reflectional Symmetry. - Chaochao Li, Pei Lv, Mingliang Xu, Xinyu Wang, Dinesh Manocha, Bing Zhou, Meng Wang:
Personality-Aware Probabilistic Map for Trajectory Prediction of Pedestrians. - Chen Zhao, Jiaqi Yang, Xin Xiong, Angfan Zhu, Zhiguo Cao, Xin Li:
Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology. - (Withdrawn) Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension.
- Pan Zhou, Ruchao Fan, Wei Chen, Jia Jia:
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding. - Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang:
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning. - Osama A. Hanna, Yahya H. Ezzeldin, Tara Sadjadpour, Christina Fragouli, Suhas N. Diggavi:
On Distributed Quantization for Classification. - Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha P. Talukdar:
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions. - Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor:
Federated Learning with Differential Privacy: Algorithms and Performance Analysis. - Huanbiao Zhu, Werner Stuetzle:
A Simple and Efficient Method to Compute a Single Linkage Dendrogram. - Pride Kavumba, Naoya Inoue, Benjamin Heinzerling, Keshav Singh, Paul Reisert, Kentaro Inui:
When Choosing Plausible Alternatives, Clever Hans can be Clever. - Daniel Kasenberg, Antonio Roque, Ravenna Thielstrom, Meia Chita-Tegmark, Matthias Scheutz:
Generating Justifications for Norm-Related Agent Decisions. - Ayana Kawamura, Yuma Kinoshita, Hitoshi Kiya:
Privacy-Preserving Machine Learning Using EtC Images. - Daniel Kasenberg, Antonio Roque, Ravenna Thielstrom, Matthias Scheutz:
Engaging in Dialogue about an Agent's Norms and Behaviors. - Konstantinos Karanasos, Matteo Interlandi, Doris Xin, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Supun Nakandala, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino:
Extending Relational Query Processing with ML Inference. - Mathew Monfort, Kandan Ramakrishnan, Alex Andonian, Barry A. McNamara, Alex Lascelles, Bowen Pan, Quanfu Fan, Dan Gutfreund, Rogério Schmidt Feris, Aude Oliva:
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding. - Rishi Hazra, Shubham Gupta, Ambedkar Dukkipati:
Active Learning with Siamese Twins for Sequence Tagging. - Ilya Chernykh, Ekaterina Lgotina:
Two-machine routing open shop on a tree: instance reduction and efficiently solvable subclass. - Kyoichiro Kobayashi, Takato Horii, Ryo Iwaki, Yukie Nagai, Minoru Asada:
Situated GAIL: Multitask imitation using task-conditioned adversarial inverse reinforcement learning. - Erik Burman, Mats G. Larson, Peter Hansbo:
Cut Bogner-Fox-Schmit Elements for Plates. - Swe Geng, Georgia Giannopoulou, Maëlle Kabir-Querrec:
Privacy Protection in Distributed Fingerprint-based Authentication. - Fan Ang, Li Chen, Nan Zhao, Yunfei Chen, Weidong Wang, F. Richard Yu:
Robust Federated Learning with Noisy Communication. - Eva Ahbe, Andrea Iannelli, Roy S. Smith:
Region of attraction analysis of nonlinear stochastic systems using Polynomial Chaos Expansion. - Yehuda Afek, Anat Bremler-Barr, David Hay, Ran Goldschmidt, Lior Shafir, Gafnit Abraham, Avraham Shalev:
NFV-based IoT Security for Home Networks using MUD. - Gerard Awanou:
Convergence of a damped Newton's method for discrete Monge-Ampere functions with a prescribed asymptotic cone. - Marko Mihajlovic, Ning Xiong:
Finding the most similar textual documents using Case-Based Reasoning. - Hiroaki Sasaki, Takashi Takenouchi, Ricardo Pio Monti, Aapo Hyvärinen:
Robust contrastive learning and nonlinear ICA in the presence of outliers. - Johannes Bund, Christoph Lenzen, Moti Medina:
Optimal Metastability-Containing Sorting via Parallel Prefix Computation. - Kazutaka Matsuda:
A Modular Inference of Linear Types for Multiplicity-Annotated Arrows. - Vevake Balaraman, Bernardo Magnini:
A Robust Data-Driven Approach for Dialogue State Tracking of Unseen Slot Values. - Yuqing Kong:
Dominantly Truthful Multi-task Peer Prediction with a Constant Number of Tasks. - Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. - Ahmed Al Amin, Soo Young Shin:
Capacity improvement of non-orthogonal multiple access downlink transmission by orbital angular momentum based mode division multiple access. - Avinash Madasu, Sivasankar Elango:
Efficient Feature Selection techniques for Sentiment Analysis. - Kiwook Bae, Heechang Ryu, Hayong Shin:
Does Adam optimizer keep close to the optimal point? - Farnood Salehi, William Trouleau, Matthias Grossglauser, Patrick Thiran:
Learning Hawkes Processes from a Handful of Events. - Stephanie van de Sandt, Lars Holm Nielsen, Alexandros Ioannidis, August Muench, Edwin A. Henneken, Alberto Accomazzi, Chiara Bigarella, Jose Benito Gonzalez Lopez, Sünje Dallmeier-Tiessen:
Practice meets Principle: Tracking Software and Data Citations to Zenodo DOIs. - Stefano Almi, Massimo Fornasier, Richard Huber:
Data-driven Evolutions of Critical Points. - Ayoub Mars, Ahmad Abadleh, Wael Adi:
Operator and Manufacturer Independent D2D Private Link for Future 5G Networks. - Yohei Hosoe, Tomomichi Hagiwara:
On Second-Moment Stability of Discrete-Time Linear Systems with General Stochastic Dynamics. - Emna Rejaibi, Daoud Kadoch, Kamil Bentounes, Romain Alfred, Mohamed Daoudi, Abdenour Hadid, Alice Othmani:
Clinical Depression and Affect Recognition with EmoAudioNet. - Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni:
Deep Bidirectional Transformers for Relation Extraction without Supervision. - Ignasi Mas, Josep Ramon Morros, Verónica Vilaplana:
Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning. - Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
On the Linguistic Representational Power of Neural Machine Translation Models. - David K. Zhang:
Discovering New Runge-Kutta Methods Using Unstructured Numerical Search. - Hao Deng, Shawn Hinnebusch, Albert C. To:
Topology Optimization Design of Stretchable Metamaterials with Bezier Skeleton Explicit Density (BSED) Representation Algorithm. - Suayb S. Arslan, James Peng, Turguy Goker:
A Data-Assisted Reliability Model for Carrier-Assisted Cold Data Storage Systems. - Daniel Goldfarb, Scott Evans:
Causal Inference via Conditional Kolmogorov Complexity using MDL Binning. - Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen, Deshun Yang:
Learning a Representation for Cover Song Identification Using Convolutional Neural Network. - Roni Mateless, Michael Segal, Robert Moskovitch:
THAAD: Efficient Matching Queries under Temporal Abstraction for Anomaly Detection. - Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil:
Ensembling Strategies for Answering Natural Questions. - Lavanya Marla, Lav R. Varshney, Devavrat Shah, Nirmal A. Prakash, Michael E. Gale:
Short and Wide Network Paths. - Shuming Jiao, Yang Gao, Jun Feng, Ting Lei, Xiaocong Yuan:
Does deep learning always outperform simple linear regression in optical imaging? - Manuel López-Palma, Javier Gago, Montserrat Corbalan, Josep Ramon Morros:
Audience measurement using a top-view camera and oriented trajectories. - Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
Decentralized Distributed PPO: Solving PointGoal Navigation. - Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave:
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. - (Withdrawn) Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers.
- Twan Keijzer, Riccardo M. G. Ferrari:
A Sliding Mode Observer Approach for Attack Detection and Estimation in Autonomous Vehicle Platoons using Event Triggered Communication. - Marc Maceira, David Varas, Josep Ramon Morros, Javier Ruiz Hidalgo, Ferran Marqués:
3D hierarchical optimization for Multi-view depth map coding. - Süleyman Aslan, Ugur Güdükbay:
Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks. - Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi:
BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. - Tuan Dam, Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen:
Generalized Mean Estimation in Monte-Carlo Tree Search. - Joseph Tassarotti, Jean-Baptiste Tristan, Koundinya Vajjha:
A Formal Proof of PAC Learnability for Decision Stumps. - Dandan Li, Yuan Zhou, Shuwei Huo, Sun-Yuan Kung:
Comb Convolution for Efficient Convolutional Architecture. - Indu John, Chandramouli Kamanchi, Shalabh Bhatnagar:
Generalized Speedy Q-learning. - Joshua Chen:
An Implementation of Homotopy Type Theory in Isabelle/Pure. - Paschalis Bizopoulos:
Sparsely Activated Networks: A new method for decomposing and compressing data. - Stefan S. Dantchev, Abdul Ghani, Barnaby Martin:
Sherali-Adams and the binary encoding of combinatorial principles. - Ariane Alves Almeida, Mauricio Ayala-Rincón:
Formalizing the Dependency Pair Criterion for Innermost Termination. - Jakob Lykke Andersen, Marc Hellmuth, Daniel Merkle, Nikolai Nøjgaard, Marco Peressotti:
A Graph-Based Tool to Embed the π-Calculus into a Computational DPO Framework. - Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello:
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. - Samyadeep Basu, Xuchen You, Soheil Feizi:
Second-Order Group Influence Functions for Black-Box Predictions. - Weihao Xia, Yujiu Yang, Jing-Hao Xue:
Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Poorly-Drawn Sketches. - Pericles Philippopoulos, Alessandro Ricottone, Carlos G. Oliver:
Difficulty Scaling in Proof of Work for Decentralized Problem Solving. - Yun Bai, Suling Jia, Xixi Li:
Research and application of time series algorithms in centralized purchasing data. - Pierre-Alain Langlois, Alexandre Boulch, Renaud Marlet:
Surface Reconstruction from 3D Line Segments. - Argyrios Petras, Steven J. Ruuth:
PDEs on moving surfaces via the closest point method and a modified grid based particle method. - Danfei Xu, Misha Denil:
Positive-Unlabeled Reward Learning. - Omar U. Florez:
On the Unintended Social Bias of Training Language Generation Models with Data from Local Media. - Leandro Gomes:
On the construction of multi-valued concurrent dynamic logic.