Title
Learning Distributed Representations of Texts and Entities from Knowledge Base Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 80 98 0 06 May 2017
Nonlinear Information Bottleneck Artemy Kolchinsky Brendan D. Tracey David Wolpert 91 157 0 06 May 2017
Sequential Attention: A Context-Aware Alignment Function for Machine Reading Sebastian Brarda Philip Yeres Samuel R. Bowman AIMat 21 6 0 05 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 106 187 0 04 May 2017
Deep Learning for Tumor Classification in Imaging Mass Spectrometry Jens Behrmann Christian Etmann T. Boskamp R. Casadonte J. Kriegsmann Peter Maass 84 106 0 02 May 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings John Wieting Kevin Gimpel 167 77 0 30 Apr 2017
Limits of End-to-End Learning Tobias Glasmachers 70 158 0 26 Apr 2017
A Generalization of Convolutional Neural Networks to Graph-Structured Data Yotam Hechtlinger Purvasha Chakravarti Jining Qin GNN 76 87 0 26 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 93 247 0 24 Apr 2017
Mutual Information, Neural Networks and the Renormalization Group M. Koch-Janusz Zohar Ringel DRL AI4CE 93 176 0 20 Apr 2017
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection Pierre Baqué François Fleuret Pascal Fua ObjD 84 92 0 19 Apr 2017
ConvNet-Based Localization of Anatomical Structures in 3D Medical Images B. D. de Vos J. Wolterink P. D. de Jong T. Leiner M. Viergever Ivana Išgum MedIm 45 104 0 19 Apr 2017
3D Deep Learning for Biological Function Prediction from Physical Fields Vladimir Golkov Marcin J. Skwark Atanas Mirchev G. Dikov Alexander R. Geanes Jeffrey L. Mendenhall J. Meiler Zorah Lähner 12 10 0 13 Apr 2017
A Neural Model for User Geolocation and Lexical Dialectology Afshin Rahimi Trevor Cohn Timothy Baldwin FedML 68 79 0 13 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 153 2,750 0 13 Apr 2017
Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning Matthew D Riemer Elham Khabiri Richard Goodwin CLL 103 18 0 12 Apr 2017
Continuously tempered Hamiltonian Monte Carlo Matthew M. Graham Amos J. Storkey 74 26 0 11 Apr 2017
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition Tianmin Shu S. Todorovic Song-Chun Zhu 69 150 0 10 Apr 2017
Enhancing Robustness of Machine Learning Systems via Data Transformations A. Bhagoji Daniel Cullina Chawin Sitawarin Prateek Mittal AAML 134 231 0 09 Apr 2017
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis Shanxin Yuan Qianru Ye B. Stenger Siddhant Jain Tae-Kyun Kim 100 247 0 09 Apr 2017
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks Hongsong Wang Liang Wang 78 388 0 09 Apr 2017
Egocentric Video Description based on Temporally-Linked Sequences Marc Bolaños Álvaro Peris F. Casacuberta Sergi Soler Petia Radeva EgoV 105 25 0 07 Apr 2017
Jet Constituents for Deep Neural Network Based Top Quark Tagging Jannicke Pearkes W. Fedorko A. Lister C. Gay BDL 95 89 0 07 Apr 2017
Conversation Modeling on Reddit using a Graph-Structured LSTM Vicky Zayats Mari Ostendorf 100 85 0 07 Apr 2017
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov Victor Lempitsky 3DV 82 984 0 04 Apr 2017
Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network Artem Sevastopolsky 57 381 0 04 Apr 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 129 144 0 03 Apr 2017
A Geometric Framework for Stochastic Shape Analysis Alexis Arnaudon Darryl D. Holm Stefan Sommer 78 37 0 29 Mar 2017
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables Yu Guan T. Plötz HAI 75 465 0 28 Mar 2017
Speech Enhancement using a Deep Mixture of Experts Shlomo E. Chazan Jacob Goldberger Sharon Gannot MoE 46 14 0 27 Mar 2017
Transfer learning for music classification and regression tasks Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 227 229 0 27 Mar 2017
Where to put the Image in an Image Caption Generator Marc Tanti Albert Gatt K. Camilleri 80 96 0 27 Mar 2017
Count-ception: Counting by Fully Convolutional Redundant Counting Joseph Paul Cohen G. Boucher C. A. Glastonbury Henry Z. Lo Yoshua Bengio 76 158 0 25 Mar 2017
Batch-normalized joint training for DNN-based distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 63 35 0 24 Mar 2017
Smart Augmentation - Learning an Optimal Data Augmentation Strategy Joseph Lemley S. Bazrafkan Peter Corcoran 89 377 0 24 Mar 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 188 571 0 24 Mar 2017
On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations N. Cheney Martin Schrimpf Gabriel Kreiman OOD 80 45 0 23 Mar 2017
Generative Adversarial Residual Pairwise Networks for One Shot Learning A. Mehrotra Ambedkar Dukkipati GAN 87 110 0 23 Mar 2017
A network of deep neural networks for distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 70 40 0 23 Mar 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Sanjeev Khudanpur Craig Harman Sanjeev Khudanpur BDL 68 20 0 22 Mar 2017
A Comparison of deep learning methods for environmental sound Juncheng Billy Li Wei Dai Florian Metze Shuhui Qu Samarjit Das 72 126 0 20 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 217 4,866 0 17 Mar 2017
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers T. Potok Catherine D. Schuman Steven R. Young Robert M. Patton F. Spedalieri Jeremy Liu Ke-Thia Yao Garrett S. Rose Gangotree Chakma 73 82 0 15 Mar 2017
Ensemble of Neural Classifiers for Scoring Knowledge Base Triples Ikuya Yamada Motoki Sato Hiroyuki Shindo 21 2 0 15 Mar 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 241 2,919 0 14 Mar 2017
Nematus: a Toolkit for Neural Machine Translation Rico Sennrich Orhan Firat Kyunghyun Cho Alexandra Birch Barry Haddow ... Marcin Junczys-Dowmunt Samuel Läubli Antonio Valerio Miceli Barone Jozef Mokry Maria Nadejde 68 407 0 13 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 133 2,146 0 09 Mar 2017
Data Noising as Smoothing in Neural Network Language Models Ziang Xie Sida I. Wang Jiwei Li Daniel Levy Allen Nie Dan Jurafsky A. Ng 90 240 0 07 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 130 456 0 07 Mar 2017
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging Jongpil Lee Juhan Nam 77 137 0 06 Mar 2017