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ORCIDCoRR, March 2019
- Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, Dave Laurenson:
A Deep DUAL-PATH Network for Improved Mammogram Image Processing. - Sergey Kolesnikov, Oleksii Hrinchuk:
Catalyst.RL: A Distributed Framework for Reproducible RL Research. - Jugal Garg, Setareh Taki:
An Improved Approximation Algorithm for Maximin Shares. - Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen:
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. - Aleksandra Kalinowska, Thomas A. Berrueta, Adam Zoss, Todd D. Murphey:
Data-Driven Gait Segmentation for Walking Assistance in a Lower-Limb Assistive Device. - Robert Wallace, Collin McMillan:
EyeDoc: Documentation Navigation with Eye Tracking. - Gaurav Kumar, George F. Foster, Colin Cherry, Maxim Krikun:
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation. - Shijian Li, Robert J. Walls, Lijie Xu, Tian Guo:
Speeding up Deep Learning with Transient Servers. - Xingkang He, Qian Liu, Junfeng Wu, Karl Henrik Johansson:
Distributed Parameter Estimation Under Event-triggered Communications. - Ankur Bapna, Orhan Firat:
Non-Parametric Adaptation for Neural Machine Translation. - Skanda Vivek, David Yanni, Peter J. Yunker, Jesse L. Silverberg:
Cyber-physical risks of hacked Internet-connected vehicles. - Su Zhang:
Apply SOA Paradigms in Cyber-Physical System to Enhance Interoperability: State-of-the-Art Review. - Ting Bai, Pan Du, Wayne Xin Zhao, Ji-Rong Wen, Jian-Yun Nie:
A Long-Short Demands-Aware Model for Next-Item Recommendation. - Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar:
Neuromodulated Goal-Driven Perception in Uncertain Domains. - Margaret M. Coad, Laura H. Blumenschein, Sadie Cutler, Javier A. Reyna Zepeda, Nicholas D. Naclerio, Haitham El-Hussieny, Usman Mehmood, Jee-Hwan Ryu, Elliot W. Hawkes, Allison M. Okamura:
Vine Robots: Design, Teleoperation, and Deployment for Navigation and Exploration. - Binghong Chen, Bo Dai, Le Song:
Learning to Plan via Neural Exploration-Exploitation Trees. - Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker:
On the Effectiveness of Low Frequency Perturbations. - Joshua Feldman, Jeannette C. M. Janssen:
High Degree Vertices and Spread of Infections in Spatially Modelled Social Networks. - Shuyang Chen, John T. Wen:
Industrial Robot Trajectory Tracking Using Multi-Layer Neural Networks Trained by Iterative Learning Control. - Shailesh Shrivastava, Alakh Aggarwal, Pratik Chattopadhyay:
Broad Neural Network for Change Detection in Aerial Images. - Roee Aharoni, Melvin Johnson, Orhan Firat:
Massively Multilingual Neural Machine Translation. - Prakash Mohan, Marc T. Henry de Frahan
, Ryan King, Ray W. Grout:
A block-random algorithm for learning on distributed, heterogeneous data. - Rohan Kodialam:
Optimal Algorithms for Ski Rental with Soft Machine-Learned Predictions. - Peng Jiang, Yingrui Yang, Gann Bierner, Fengjie Alex Li, Ruhan Wang, Azadeh Moghtaderi:
Ranking in Genealogy: Search Results Fusion at Ancestry. - Shaojie Xu, Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury:
Appearance-based Gesture recognition in the compressed domain. - Ghadeer Al-Bdour, Raffi Al-Qurran, Mahmoud Al-Ayyoub, Ali M. Shatnawi:
A detailed comparative study of open source deep learning frameworks. - Xiaorui Wu, Hong Xu, Honglin Zhang, Huaming Chen, Jian Wang:
Saec: Similarity-Aware Embedding Compression in Recommendation Systems. - Ainagul Jumabekova, Julien Berger, Denys Dutykh, Hervé Le Meur, Aurélie Foucquier, Mickaël Pailha, Christophe Ménézo:
An efficient numerical model for liquid water uptake in porous material and its parameter estimation. - Shuang Zhang, Ada Zhen, Robert L. Stevenson:
GAN Based Image Deblurring Using Dark Channel Prior. - Mohamed Elfeki, Ali Borji:
Video Summarization via Actionness Ranking. - Sailik Sengupta, Zahra Zahedi, Subbarao Kambhampati:
To Monitor or to Trust: Observing Robot's Behavior based on a Game-Theoretic Model of Trust. - Huangying Zhan, Chamara Saroj Weerasekera, Ravi Garg, Ian D. Reid:
Self-supervised Learning for Single View Depth and Surface Normal Estimation. - (Withdrawn) A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning.
- Pingzhi Yuan, Kevin Zhao:
On the Existence of Perfect Splitter Sets. - Matthew Cong, Lana Lan, Ronald Fedkiw:
Local Geometric Indexing of High Resolution Data for Facial Reconstruction from Sparse Markers. - Jesse Thomason, Aishwarya Padmakumar, Jivko Sinapov, Nick Walker, Yuqian Jiang, Harel Yedidsion, Justin W. Hart, Peter Stone, Raymond J. Mooney:
Improving Grounded Natural Language Understanding through Human-Robot Dialog. - Liyu Wang, Yuxiang Yang, Gustavo Correa, Konstantinos Karydis, Ronald S. Fearing:
OpenRoACH: A Durable Open-Source Hexapedal Platform with Onboard Robot Operating System (ROS). - Robert Pottorff, Jared Nielsen, David Wingate:
Video Extrapolation with an Invertible Linear Embedding. - Bingli Jiao, Yuli Yang, Mingxi Yin:
A Method Beyond Channel Capacity in the Low SNR Regime: Theoretical Proof and Numerical Confirmation. - Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu:
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data. - Steven Spratley, Daniel Beck, Trevor Cohn:
A Unified Neural Architecture for Instrumental Audio Tasks. - Chao Cao, Pete Trautman, Soshi Iba:
Dynamic Channel: A Planning Framework for Crowd Navigation. - Longtu Zhang, Mamoru Komachi:
Chinese-Japanese Unsupervised Neural Machine Translation Using Sub-character Level Information. - Juraj Kolcák, Ichiro Hasuo, Jérémy Dubut, Shin-ya Katsumata, David Sprunger, Akihisa Yamada:
Relational Differential Dynamic Logic. - Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Sandeep Soni, Emilio Ferrara, Kristina Lerman:
Characterizing Activity on the Deep and Dark Web. - Sixing Hu, Gim Hee Lee:
Image-Based Geo-Localization Using Satellite Imagery. - Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner:
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs. - Chul-Ho Lee, Srinivas Tenneti, Do Young Eun:
Transient Dynamics of Epidemic Spreading and its Mitigation on Large Networks. - Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish:
Open Information Extraction from Question-Answer Pairs. - Ting Zhao, Xiangqian Wu:
Pyramid Feature Selective Network for Saliency detection. - Junhao Hua, Chunguang Li:
Distributed Variational Bayesian Algorithms for Extended Object Tracking. - Guocai He:
Lung CT Imaging Sign Classification through Deep Learning on Small Data. - Samir Benbelkacem, Djamel Aouam, Nadia Zenati-Henda, Abdelkader Bellarbi, Ahmed Bouhena, Samir Otmane:
MVC-3D: Adaptive Design Pattern for Virtual and Augmented Reality Systems. - Ahmad Ahmadi, Reza Faghih Mirzaee:
MIPS-Core Application Specific Instruction-Set Processor for IDEA Cryptography - Comparison between Single-Cycle and Multi-Cycle Architectures. - Xiang Gu, Sina Ghiassian, Richard S. Sutton:
Should All Temporal Difference Learning Use Emphasis? - Michael X. Cao, Pascal O. Vontobel:
Bounding and Estimating the Classical Information Rate of Quantum Channels with Memory. - Przemyslaw Spurek, Aleksandra Nowak, Jacek Tabor, Lukasz Maziarka, Stanislaw Jastrzebski:
Non-linear ICA based on Cramer-Wold metric. - Hui-Ming Wang, Xu Zhang, Qian Yang, Theodoros A. Tsiftsis:
Secure Users Oriented Downlink MISO NOMA. - Anna Dai, Zhifeng Zhao, Honggang Zhang, Rongpeng Li, Yugeng Zhou:
Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group. - Ryosuke Homma, Keiichi Soejima, Mitsuo Yoshida, Kyoji Umemura:
Analysis of User Dwell Time on Non-News Pages. - Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter:
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos. - Edouard Leurent, Yann Blanco, Denis V. Efimov, Odalric-Ambrym Maillard:
Approximate Robust Control of Uncertain Dynamical Systems. - Daniele D'Angeli, Dominik Francoeur, Emanuele Rodaro, Jan Philipp Wächter:
Orbits of Automaton Semigroups and Groups. - Wim Martens, Matthias Niewerth, Tina Trautner:
A Trichotomy for Regular Trail Queries. - Lorenz Hübschle-Schneider, Peter Sanders:
Parallel Weighted Random Sampling. - Lars Berscheid, Thomas Rühr, Torsten Kröger:
Improving Data Efficiency of Self-supervised Learning for Robotic Grasping. - Liyuan Pan, Yuchao Dai, Miaomiao Liu:
Single Image Deblurring and Camera Motion Estimation with Depth Map. - Muhammad Aslam Jarwar:
A Framework for Detecting Event related Sentiments of a Community. - (Withdrawn) Dominant Dataset Selection Algorithms for Time-Series Data Based on Linear Transformation.
- Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, Xinggang Wang:
Mask Scoring R-CNN. - Ning Wang, Zi-Yi Wang, Jian-Guo Liu, Jingti Han:
Maximizing spreading influence via measuring influence overlap for social networks. - Ji Liu, Lei Zhang:
Optimal Projection Guided Transfer Hashing for Image Retrieval. - Ben Lonnqvist, Alasdair D. F. Clarke, Ramakrishna Chakravarthi:
Object Recognition in Deep Convolutional Neural Networks is Fundamentally Different to That in Humans. - Margarita Grinvald, Fadri Furrer, Tonci Novkovic, Jen Jen Chung, Cesar Cadena, Roland Siegwart, Juan I. Nieto:
Volumetric Instance-Aware Semantic Mapping and 3D Object Discovery. - Alexis Decurninge, Luis Garcia Ordóñez, Maxime Guillaud:
Covariance-Aided CSI Acquisition with Non-Orthogonal Pilots in Massive MIMO Systems. - Hafez Farazi, Sven Behnke:
Frequency Domain Transformer Networks for Video Prediction. - Giovanni de Carolis, Sergio Galeani, Mario Sassano:
Robust Hybrid Output Regulation for Linear Systems with Periodic Jumps: the non-semiclassical case. - Eloi Alonso, Bastien Moysset, Ronaldo O. Messina:
Adversarial Generation of Handwritten Text Images Conditioned on Sequences. - Cédric Renggli, Bojan Karlas, Bolin Ding, Feng Liu, Kevin Schawinski, Wentao Wu, Ce Zhang:
Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment. - Marc Carrascosa, Boris Bellalta:
Decentralized AP selection using Multi-Armed Bandits: Opportunistic ε-Greedy with Stickiness. - Manuel Gall, Stefanie Rinderle-Ma:
Visualizing Multiple Process Attributes in one 3D Process Representation. - Tony Lindeberg:
Provably scale-covariant networks from oriented quasi quadrature measures in cascade. - Robert Bredereck, Edith Elkind, Ayumi Igarashi:
Hedonic Diversity Games. - Bo Hu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan:
Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos. - Erwan Le Merrer, Gilles Trédan:
TamperNN: Efficient Tampering Detection of Deployed Neural Nets. - Hans Yu, Matthew P. Juniper, Luca Magri:
Combined State and Parameter Estimation in Level-Set Methods. - Mohammad Vahid Jamali, Hessam Mahdavifar:
Uplink Non-Orthogonal Multiple Access over Mixed RF-FSO Systems. - I. S. W. B. Prasetya, Craig Q. H. D. Leek, Orestis Melkonian, Joris ten Tusscher, Jan van Bergen, J. M. Everink, Thomas van der Klis, Petar Kostic, Rick Meijerink, Roan Oosenbrug, Jelle J. Oostveen, Tijmen van den Pol, Mike de Vries, Wink M. van Zon:
Having Fun in Learning Formal Specifications. - Jasper De Bock, Gert de Cooman:
An alternative approach to coherent choice functions. - Huan Lei, Naveed Akhtar, Ajmal Mian:
Octree guided CNN with Spherical Kernels for 3D Point Clouds. - Mikel Elkano, Mikel Uriz, Humberto Bustince, Mikel Galar:
On the usage of the probability integral transform to reduce the complexity of multi-way fuzzy decision trees in Big Data classification problems. - Xiaomeng Li, Lequan Yu, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng:
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation. - JianMing Zhou, Yu Li:
Interpretation of NDTM in the definition of NP. - Aljosa Osep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, Bastian Leibe:
Large-Scale Object Mining for Object Discovery from Unlabeled Video. - Robik Shrestha, Kushal Kafle, Christopher Kanan:
Answer Them All! Toward Universal Visual Question Answering Models. - Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H. Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Ryan Sepassi, George Tucker, Henryk Michalewski:
Model-Based Reinforcement Learning for Atari. - Lu Xu, Jinhai Xiang, Yating Wang, Fuchuan Ni:
Data-driven Approach for Quality Evaluation on Knowledge Sharing Platform. - Shenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Hua Li, Mark A. Anastasio:
Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression. - Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran:
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets. - Joshua Peter Ebenezer, Bijaylaxmi Das, Sudipta Mukhopadhyay:
Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks. - Jiaming Xu, Yuan Zhong:
Improved queue-size scaling for input-queued switches via graph factorization. - Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Raia Hadsell:
Learning To Follow Directions in Street View. - Aritra Chowdhury, Malik Magdon-Ismail, Bülent Yener:
Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelines. - Rafiq Ahmed Mohammed, Kok Wai Wong, Mohd Fairuz Shiratuddin, Xuequn Wang:
Improving fraud prediction with incremental data balancing technique for massive data streams. - Angel Andres Daruna, Weiyu Liu, Zsolt Kira, Sonia Chernova:
RoboCSE: Robot Common Sense Embedding. - Daniel C. Elton, Dhruv Turakhia, Nischal Reddy, Zois Boukouvalas, Mark D. Fuge, Ruth M. Doherty, Peter W. Chung:
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora. - Yi Lu, Xiangyao Yu, Samuel Madden:
SCAR: Strong Consistency using Asynchronous Replication with Minimal Coordination. - Min Liu, Zherong Pan, Kai Xu, Kanishka Ganguly, Dinesh Manocha:
Generating Grasp Poses for a High-DOF Gripper Using Neural Networks. - Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Alessandro Nordio, Alberto Tarable:
Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale. - Amaury Van Bemten, Jochen W. Guck, Carmen Mas Machuca, Wolfgang Kellerer:
Bounded Dijkstra (BD): Search Space Reduction for Expediting Shortest Path Subroutines. - Felix G. Hamza-Lup, Ivan Sopin:
Web-Based 3D and Haptic Interactive Environments for e-Learning, Simulation, and Training. - Michal Kawulok, Pawel Benecki, Szymon Piechaczek, Krzysztof Hrynczenko, Daniel Kostrzewa, Jakub Nalepa:
Deep Learning for Multiple-Image Super-Resolution. - Kevin Chen, Juan Pablo de Vicente, Gabriel Sepulveda, Fei Xia, Alvaro Soto, Marynel Vázquez, Silvio Savarese:
A Behavioral Approach to Visual Navigation with Graph Localization Networks. - Saad Islam, Ahmad Moghimi, Ida Bruhns, Moritz Krebbel, Berk Gülmezoglu, Thomas Eisenbarth, Berk Sunar:
SPOILER: Speculative Load Hazards Boost Rowhammer and Cache Attacks. - Ivan Puddu, Daniele Lain, Moritz Schneider, Elizaveta Tretiakova, Sinisa Matetic, Srdjan Capkun:
TEEvil: Identity Lease via Trusted Execution Environments. - Klaus Greff, Raphaël Lopez Kaufman, Rishabh Kabra, Nick Watters, Chris Burgess, Daniel Zoran, Loïc Matthey, Matthew M. Botvinick, Alexander Lerchner:
Multi-Object Representation Learning with Iterative Variational Inference. - Amirhesam Shahvarani, Hans-Arno Jacobsen:
Parallel Index-based Stream Join on a Multicore CPU. - Liqun Lin, Shiqi Yu, Tiesong Zhao, Zhou Wang:
PEA265: Perceptual Assessment of Video Compression Artifacts. - Akash Jain, Manish Kumar, Rithvik Patibandla, Balamurugan R, Naveen Chandra R, Abhinav Arora, Akash K. Singh, Varun Pawar, Aditya Rai, Medha Agarwal, Priank Prasad, Vandit Sanadhya, Inshu Namdev, Nilay Shah, Saksham Mittal, Ayush Gupta, Naman Agarwal, Mangal Kothari:
Design and Development of Underwater Vehicle: ANAHITA. - Jaouhar Fattahi, Mohamed Mejri, Emil Pricop:
On the Security of Cryptographic Protocols Using the Little Theorem of Witness Functions. - Sihem Mesnager, Chunming Tang, Maosheng Xiong:
On the boomerang uniformity of (quadratic) permutations over F2n. - Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal:
Learning where to look: Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. - Insu Yun, Dhaval Kapil, Taesoo Kim:
Automatic Techniques to Systematically Discover New Heap Exploitation Primitives. - Sebastian Siebertz:
Parameterized Distributed Complexity Theory: A logical approach. - Giorgio Vinciguerra, Paolo Ferragina, Michele Miccinesi:
Superseding traditional indexes by orchestrating learning and geometry. - Laura Rieger, Lars Kai Hansen:
Aggregating explainability methods for neural networks stabilizes explanations. - Kyle D. Julian, Mykel J. Kochenderfer:
A Reachability Method for Verifying Dynamical Systems with Deep Neural Network Controllers. - Marika Swanberg, Ira Globus-Harris, Iris Griffith, Anna M. Ritz, Adam Groce, Andrew Bray:
Improved Differentially Private Analysis of Variance. - Minxian Li, Xiatian Zhu, Shaogang Gong:
Unsupervised Tracklet Person Re-Identification. - Aadirupa Saha, Aditya Gopalan:
Regret Minimisation in Multinomial Logit Bandits.