Title
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model Ty Nguyen Steven W. Chen Shreyas S. Shivakumar Camillo J Taylor Vijay Kumar 28 279 0 12 Sep 2017
Reversible Architectures for Arbitrarily Deep Residual Neural Networks B. Chang Lili Meng E. Haber Lars Ruthotto David Begert E. Holtham AI4CE 36 261 0 12 Sep 2017
Image Processing Operations Identification via Convolutional Neural Network Bolin Chen Haodong Li Weiqi Luo 13 30 0 09 Sep 2017
TensorFlow Agents: Efficient Batched Reinforcement Learning in TensorFlow Danijar Hafner James Davidson Vincent Vanhoucke OffRL 19 49 0 08 Sep 2017
DeepFense: Online Accelerated Defense Against Adversarial Deep Learning B. Rouhani Mohammad Samragh Mojan Javaheripi T. Javidi F. Koushanfar AAML 12 15 0 08 Sep 2017
Deep Subspace Clustering Networks Pan Ji Tong Zhang Hongdong Li Mathieu Salzmann Ian Reid SSL 32 510 0 08 Sep 2017
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks Konstantin Sozykin Stanislav Protasov A. Khan Rasheed Hussain Jooyoung Lee 35 45 0 05 Sep 2017
Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks Narendhar Gugulothu T. Vishnu Pankaj Malhotra Lovekesh Vig Puneet Agarwal Gautam M. Shroff AI4TS 38 145 0 04 Sep 2017
Understanding the Logical and Semantic Structure of Large Documents M. Rahman Timothy W. Finin AILaw 11 16 0 03 Sep 2017
Glyph-aware Embedding of Chinese Characters Falcon Z. Dai Zheng Jon Cai 27 39 0 31 Aug 2017
Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network Lijun Zhao H. Bai Jie Liang Bing Zeng Anhong Wang Yao-Min Zhao GAN 31 23 0 30 Aug 2017
Reasoning about Fine-grained Attribute Phrases using Reference Games Jong-Chyi Su Chenyun Wu Huaizu Jiang Subhransu Maji 34 16 0 29 Aug 2017
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars Yuchi Tian Kexin Pei Suman Jana Baishakhi Ray AAML 42 1,352 0 28 Aug 2017
Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction Savas Ozkan G. Akar 15 4 0 24 Aug 2017
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs Delia Fernandez A. Woodward Victor Campos Xavier Giró-i-Nieto Brendan Jou Shih-Fu Chang 14 7 0 21 Aug 2017
Language Identification Using Deep Convolutional Recurrent Neural Networks Christian Bartz Tom Herold Haojin Yang Christoph Meinel 27 80 0 16 Aug 2017
Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction Hossein Soleimani J. Hensman Suchi Saria 21 60 0 16 Aug 2017
Image Quality Assessment Guided Deep Neural Networks Training Zhuo Chen Weisi Lin Shiqi Wang Long Xu Leida Li 33 9 0 13 Aug 2017
Distributed Training Large-Scale Deep Architectures Shang-Xuan Zou Chun-Yen Chen Jui-Lin Wu Chun-Nan Chou Chia-Chin Tsao Kuan-Chieh Tung Ting-Wei Lin Cheng-Lung Sung Edward Y. Chang 26 22 0 10 Aug 2017
A Unified Model for Near and Remote Sensing Scott Workman Menghua Zhai David J. Crandall Nathan Jacobs 41 59 0 09 Aug 2017
Multi-Generator Generative Adversarial Nets Q. Hoang T. Nguyen Trung Le Dinh Q. Phung GAN 25 65 0 08 Aug 2017
A Convolutional Neural Network for Search Term Detection Hojjat Salehinejad Joseph Barfett P. Aarabi S. Valaee E. Colak Bruce Gray T. Dowdell 29 8 0 07 Aug 2017
An Information-Theoretic Optimality Principle for Deep Reinforcement Learning Felix Leibfried Jordi Grau-Moya Haitham Bou-Ammar 38 24 0 06 Aug 2017
Automatic Question-Answering Using A Deep Similarity Neural Network Shervin Minaee Zhu Liu 32 49 0 05 Aug 2017
Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models Yao Yao Haolin Liang Xia Li Jinbao Zhang Jialv He 32 19 0 04 Aug 2017
CASSL: Curriculum Accelerated Self-Supervised Learning Adithyavairavan Murali Lerrel Pinto Dhiraj Gandhi Abhinav Gupta SSL 27 35 0 04 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou Mannudeep K. Kalra Ge Wang GAN MedIm 32 1,189 0 03 Aug 2017
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Zhenguo Li Fengwei Zhou Fei Chen Hang Li 23 1,113 0 31 Jul 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 30 72 0 31 Jul 2017
Owl: A General-Purpose Numerical Library in OCaml Liang Wang 32 22 0 30 Jul 2017
Graph Classification with 2D Convolutional Neural Networks A. Tixier Giannis Nikolentzos Polykarpos Meladianos Michalis Vazirgiannis GNN 26 23 0 29 Jul 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning I. Higgins Arka Pal Andrei A. Rusu Loic Matthey Christopher P. Burgess Alexander Pritzel M. Botvinick Charles Blundell Alexander Lerchner DRL 45 411 0 26 Jul 2017
Using Program Induction to Interpret Transition System Dynamics Svetlin Penkov S. Ramamoorthy AI4CE 46 11 0 26 Jul 2017
MMGAN: Manifold Matching Generative Adversarial Network Noseong Park A. Anand Joel Ruben Antony Moniz Kookjin Lee Tanmoy Chakraborty Jaegul Choo Hongkyu Park Youngmin Kim GAN 64 8 0 26 Jul 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 26 747 0 20 Jul 2017
Learning Approximate Neural Estimators for Wireless Channel State Information Tim O'Shea Kiran Karra T. Clancy 21 46 0 19 Jul 2017
Orthogonal and Idempotent Transformations for Learning Deep Neural Networks Jingdong Wang Yajie Xing Kexin Zhang Cha Zhang 259 2 0 19 Jul 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip Torr 22 123 0 18 Jul 2017
Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout Anup Das P. Pradhapan W. Groenendaal Prathyusha Adiraju R. Rajan F. Catthoor S. Schaafsma J. Krichmar N. Dutt C. Hoof 24 73 0 18 Jul 2017
TensorLog: Deep Learning Meets Probabilistic DBs William W. Cohen Fan Yang Kathryn Mazaitis NAI 16 39 0 17 Jul 2017
Foolbox: A Python toolbox to benchmark the robustness of machine learning models Jonas Rauber Wieland Brendel Matthias Bethge AAML 9 283 0 13 Jul 2017
SCAN: Learning Hierarchical Compositional Visual Concepts I. Higgins Nicolas Sonnerat Loic Matthey Arka Pal Christopher P. Burgess Matko Bosnjak Murray Shanahan M. Botvinick Demis Hassabis Alexander Lerchner OCL DRL CoGe 24 51 0 11 Jul 2017
Deep Learning-Based Communication Over the Air Sebastian Dörner Sebastian Cammerer J. Hoydis S. Brink 29 706 0 11 Jul 2017
DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction Xingyuan Dai Rui Fu Yilun Lin Li Li Feiyue Wang AI4TS 28 48 0 11 Jul 2017
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Yaguang Li Rose Yu Cyrus Shahabi Yan Liu GNN DiffM AI4TS 59 99 0 06 Jul 2017
Hindsight Experience Replay Marcin Andrychowicz Dwight Crow Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Joshua Tobin Pieter Abbeel Wojciech Zaremba OffRL 135 2,298 0 05 Jul 2017
Wasserstein Distance Guided Representation Learning for Domain Adaptation Jian Shen Yanru Qu Weinan Zhang Yong Yu OOD 36 31 0 05 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
ECHO: An Adaptive Orchestration Platform for Hybrid Dataflows across Cloud and Edge P. Ravindra Aakash Khochare S. Reddy Sarthak Sharma Prateeksha Varshney Yogesh L. Simmhan 19 53 0 04 Jul 2017
Detection and Localization of Image Forgeries using Resampling Features and Deep Learning Jason Bunk Jawadul H. Bappy Tajuddin Manhar Mohammed L. Nataraj A. Flenner B. S. Manjunath S. Chandrasekaran Amit K. Roy-Chowdhury Lawrence A. Peterson 14 165 0 03 Jul 2017