Title
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging Jianyu Lin N. Clancy Yang Hu Ji Qi T. Tatla Danail Stoyanov Lena Maier-Hein Daniel Elson 30 14 0 19 Jun 2017
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation Xiangrui Zeng M. R. Leung T. Zeev-Ben-Mordehai Min Xu 22 46 0 15 Jun 2017
Device Placement Optimization with Reinforcement Learning Azalia Mirhoseini Hieu H. Pham Quoc V. Le Benoit Steiner Rasmus Larsen Yuefeng Zhou Naveen Kumar Mohammad Norouzi Samy Bengio J. Dean 33 436 0 13 Jun 2017
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters Huatian Zhang Zeyu Zheng Shizhen Xu Wei-Ming Dai Qirong Ho Xiaodan Liang Zhiting Hu Jinliang Wei P. Xie Eric Xing GNN 33 343 0 11 Jun 2017
Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes Yuriy Kochura S. Stirenko A. Rojbi Oleg Alienin Michail Novotarskiy Yuri G. Gordienko VLM 27 28 0 07 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 37 82 0 29 May 2017
Deep Learning for Spatio-Temporal Modeling: Dynamic Traffic Flows and High Frequency Trading M. Dixon Nicholas G. Polson Vadim Sokolov AI4TS 38 67 0 27 May 2017
Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks Michael Gygli 6 76 0 23 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 48 1,353 0 18 May 2017
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections Hsien-De Huang Hung-Yu kao AAML 24 147 0 12 May 2017
A Deep Learning Perspective on the Origin of Facial Expressions R. Breuer Ron Kimmel HAI 29 100 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 30 423 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 24 190 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 41 630 0 13 Apr 2017
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization D. Vigneault Weidi Xie D. Bluemke J. A. Noble 21 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 38 106 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 35 255 0 03 Apr 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhehuai Chen 48 341 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 21 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 34 11 0 22 Mar 2017
Zero-Shot Learning by Generating Pseudo Feature Representations Jiang Lu Jin Li Ziang Yan Changshui Zhang VLM 22 24 0 19 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 82 4,645 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 28 33 0 14 Mar 2017
Autoregressive Convolutional Neural Networks for Asynchronous Time Series Mikolaj Binkowski Gautier Marti Philippe Donnat AI4TS BDL 43 149 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 35 64 0 11 Mar 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 35 516 0 11 Mar 2017
Byzantine-Tolerant Machine Learning Peva Blanchard El-Mahdi El-Mhamdi R. Guerraoui J. Stainer OOD FedML 38 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 22 231 0 05 Mar 2017
The Statistical Recurrent Unit Junier B. Oliva Barnabás Póczós J. Schneider 26 50 0 01 Mar 2017
Generating Steganographic Images via Adversarial Training Jamie Hayes G. Danezis AAML GAN 29 275 0 01 Mar 2017
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 32 225 0 17 Jan 2017
Deep Learning for Computational Chemistry Garrett B. Goh Nathan Oken Hodas Abhinav Vishnu AI4CE 21 674 0 17 Jan 2017
Deep Probabilistic Programming Dustin Tran Matthew D. Hoffman Rif A. Saurous E. Brevdo Kevin Patrick Murphy David M. Blei BDL 36 193 0 13 Jan 2017
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 18 66 0 19 Dec 2016
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,461 0 29 Nov 2016
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 27 1,982 0 28 Nov 2016
Learning Python Code Suggestion with a Sparse Pointer Network Avishkar Bhoopchand Tim Rocktaschel Earl T. Barr Sebastian Riedel 20 87 0 24 Nov 2016
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning Hui Miao Ang Li L. Davis Amol Deshpande VLM MU 29 128 0 18 Nov 2016
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 35 81 0 14 Nov 2016
Low Data Drug Discovery with One-shot Learning Han Altae-Tran Bharath Ramsundar Aneesh S. Pappu Vijay S. Pande 46 678 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 26 300 0 31 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 79 2,891 0 07 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 19 41 0 20 Sep 2016
Applying Deep Learning to the Newsvendor Problem Afshin Oroojlooyjadid L. Snyder Martin Takáč OOD 31 128 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 20 65 0 14 Jun 2016
Fast Zero-Shot Image Tagging Yang Zhang Boqing Gong M. Shah VLM 3DV 22 141 0 31 May 2016
Automatic Differentiation Variational Inference A. Kucukelbir Dustin Tran Rajesh Ranganath Andrew Gelman David M. Blei 47 710 0 02 Mar 2016