Title
DeepGO: Predicting protein functions from sequence and interactions using a deep ontology-aware classifier Maxat Kulmanov Mohammed Asif Khan Robert Hoehndorf 81 398 0 15 May 2017
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections Hsien-De Huang Hung-Yu kao AAML 134 148 0 12 May 2017
A Deep Learning Perspective on the Origin of Facial Expressions R. Breuer Ron Kimmel HAI 74 102 0 04 May 2017
Execution Templates: Caching Control Plane Decisions for Strong Scaling of Data Analytics Omid Mashayekhi Hang Qu Chinmayee Shah P. Levis 26 25 0 04 May 2017
Efficient Natural Language Response Suggestion for Smart Reply Matthew Henderson Rami Al-Rfou B. Strope Yun-hsuan Sung László Lukács Ruiqi Guo Sanjiv Kumar Balint Miklos R. Kurzweil 198 432 0 01 May 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation Sayan Ghosh Mathieu Chollet Eugene Laksana Louis-Philippe Morency Stefan Scherer KELM CVBM 61 190 0 22 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 97 632 0 13 Apr 2017
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization D. Vigneault Weidi Xie D. Bluemke J. A. Noble 76 13 0 12 Apr 2017
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF Yan Shao Christian Hardmeier Jörg Tiedemann Joakim Nivre 101 106 0 05 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 114 261 0 03 Apr 2017
Near Perfect Protein Multi-Label Classification with Deep Neural Networks B. Szalkai V. Grolmusz 20 38 0 30 Mar 2017
Who Said What: Modeling Individual Labelers Improves Classification M. Guan Varun Gulshan Andrew M. Dai Geoffrey E. Hinton NoLa 90 227 0 26 Mar 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 84 344 0 24 Mar 2017
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark Grégory M. Essertel Ruby Y. Tahboub James M. Decker Kevin J. Brown K. Olukotun Tiark Rompf 23 13 0 23 Mar 2017
An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning Fan Wu Zhongwen Xu Yi Yang ObjD 60 11 0 22 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 422 4,732 0 15 Mar 2017
Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks Vardaan Pahuja Anirban Laha Shachar Mirkin V. Raykar Lili Kotlerman Guy Lev 56 33 0 14 Mar 2017
Autoregressive Convolutional Neural Networks for Asynchronous Time Series Mikolaj Binkowski Gautier Marti Philippe Donnat AI4TS BDL 136 152 0 12 Mar 2017
Real-Time Machine Learning: The Missing Pieces Robert Nishihara Philipp Moritz Stephanie Wang Alexey Tumanov William Paul Johann Schleier-Smith Richard Liaw Mehrdad Niknami Michael I. Jordan Ion Stoica OffRL 88 64 0 11 Mar 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 102 519 0 11 Mar 2017
Byzantine-Tolerant Machine Learning Peva Blanchard El-Mahdi El-Mhamdi R. Guerraoui J. Stainer OOD FedML 73 70 0 08 Mar 2017
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning Marc Aubreville C. Knipfer N. Oetter Christian Jaremenko E. Rodner Joachim Denzler C. Bohr H. Neumann Florian Stelzle Andreas Maier 131 238 0 05 Mar 2017
The Statistical Recurrent Unit Junier B. Oliva Barnabás Póczós J. Schneider 87 50 0 01 Mar 2017
Generating Steganographic Images via Adversarial Training Jamie Hayes G. Danezis AAML GAN 107 278 0 01 Mar 2017
Bridging the Gap Between Value and Policy Based Reinforcement Learning Ofir Nachum Mohammad Norouzi Kelvin Xu Dale Schuurmans 205 478 0 28 Feb 2017
Brain Inspired Cognitive Model with Attention for Self-Driving Cars Shi-tao Chen Songyi Zhang Jinghao Shang Badong Chen N. Zheng 83 117 0 18 Feb 2017
Distributed deep learning on edge-devices: feasibility via adaptive compression Corentin Hardy Erwan Le Merrer B. Sericola 72 64 0 15 Feb 2017
Occupy the Cloud: Distributed Computing for the 99% Eric Jonas Qifan Pu Shivaram Venkataraman Ion Stoica Benjamin Recht 90 504 0 13 Feb 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 108 1,889 0 26 Jan 2017
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 112 225 0 17 Jan 2017
Deep Learning for Computational Chemistry Garrett B. Goh Nathan Oken Hodas Abhinav Vishnu AI4CE 102 681 0 17 Jan 2017
Deep Probabilistic Programming Dustin Tran Matthew D. Hoffman Rif A. Saurous E. Brevdo Kevin Patrick Murphy David M. Blei BDL 144 193 0 13 Jan 2017
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 86 66 0 19 Dec 2016
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 175 1,501 0 29 Nov 2016
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 135 2,058 0 28 Nov 2016
Improving Policy Gradient by Exploring Under-appreciated Rewards Ofir Nachum Mohammad Norouzi Dale Schuurmans 106 44 0 28 Nov 2016
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos Linchao Zhu Zhongwen Xu Yi Yang 90 76 0 28 Nov 2016
Learning Python Code Suggestion with a Sparse Pointer Network Avishkar Bhoopchand Tim Rocktaschel Earl T. Barr Sebastian Riedel 72 87 0 24 Nov 2016
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 182 2,941 0 23 Nov 2016
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning Hui Miao Ang Li L. Davis Amol Deshpande VLM MU 60 132 0 18 Nov 2016
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 101 81 0 14 Nov 2016
Low Data Drug Discovery with One-shot Learning Han Altae-Tran Bharath Ramsundar Aneesh S. Pappu Vijay S. Pande 130 690 0 10 Nov 2016
Edward: A library for probabilistic modeling, inference, and criticism Dustin Tran A. Kucukelbir Adji Bousso Dieng Maja R. Rudolph Dawen Liang David M. Blei 113 300 0 31 Oct 2016
Learning to Protect Communications with Adversarial Neural Cryptography Martín Abadi David G. Andersen FedML GAN 95 213 0 21 Oct 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 269 2,960 0 07 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 928 6,807 0 26 Sep 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 84 41 0 20 Sep 2016
Distributed Optimization for Client-Server Architecture with Negative Gradient Weights Shripad Gade Nitin H. Vaidya 35 4 0 12 Aug 2016
Applying Deep Learning to the Newsvendor Problem Afshin Oroojlooyjadid L. Snyder Martin Takáč OOD 94 133 0 07 Jul 2016
Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs Stefan Hadjis Ce Zhang Ioannis Mitliagkas Dan Iter Christopher Ré 97 64 0 14 Jun 2016