Title
Deep Learning for Tumor Classification in Imaging Mass Spectrometry Jens Behrmann Christian Etmann T. Boskamp R. Casadonte J. Kriegsmann Peter Maass 26 104 0 02 May 2017
A Generalization of Convolutional Neural Networks to Graph-Structured Data Yotam Hechtlinger Purvasha Chakravarti Jining Qin GNN 19 87 0 26 Apr 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 27 247 0 24 Apr 2017
Mutual Information, Neural Networks and the Renormalization Group M. Koch-Janusz Zohar Ringel DRL AI4CE 8 176 0 20 Apr 2017
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection Pierre Baqué F. Fleuret Pascal Fua ObjD 27 92 0 19 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 10 2,717 0 13 Apr 2017
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition Tianmin Shu S. Todorovic Song-Chun Zhu 17 149 0 10 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 19 243 0 09 Apr 2017
Conversation Modeling on Reddit using a Graph-Structured LSTM Vicky Zayats Mari Ostendorf 33 84 0 07 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 32 143 0 03 Apr 2017
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables Yu Guan T. Plötz HAI 24 460 0 28 Mar 2017
Where to put the Image in an Image Caption Generator Marc Tanti Albert Gatt K. Camilleri 47 96 0 27 Mar 2017
Batch-normalized joint training for DNN-based distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 15 35 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 36 567 0 24 Mar 2017
On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations N. Cheney Martin Schrimpf Gabriel Kreiman OOD 8 45 0 23 Mar 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Matthew Wiesner Craig Harman Sanjeev Khudanpur BDL 28 20 0 22 Mar 2017
Modeling Relational Data with Graph Convolutional Networks M. Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 95 4,736 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 17 80 0 15 Mar 2017
Ensemble of Neural Classifiers for Scoring Knowledge Base Triples Ikuya Yamada Motoki Sato Hiroyuki Shindo 14 2 0 15 Mar 2017
Nematus: a Toolkit for Neural Machine Translation Rico Sennrich Orhan Firat Kyunghyun Cho Alexandra Birch Barry Haddow ... Marcin Junczys-Dowmunt Samuel Laubli Antonio Valerio Miceli Barone Jozef Mokry Maria Nadejde 37 407 0 13 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 42 448 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 29 137 0 06 Mar 2017
Adversarial Examples for Semantic Image Segmentation Volker Fischer Mummadi Chaithanya Kumar J. H. Metzen Thomas Brox SSeg GAN AAML 18 119 0 03 Mar 2017
Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction M. Fouladgar Mostafa Parchami R. Elmasri Amir Ghaderi 16 104 0 03 Mar 2017
A Robust Adaptive Stochastic Gradient Method for Deep Learning Çağlar Gülçehre Jose M. R. Sotelo Marcin Moczulski Yoshua Bengio ODL 18 25 0 02 Mar 2017
Wireless Interference Identification with Convolutional Neural Networks Malte Schmidt Dimitri Block U. Meier 18 135 0 02 Mar 2017
Learning What Data to Learn Yang Fan Fei Tian Tao Qin Jiang Bian Tie-Yan Liu 13 79 0 28 Feb 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 23 170 0 27 Feb 2017
Deep Learning with Dynamic Computation Graphs Moshe Looks Marcello Herreshoff DeLesley S. Hutchins Peter Norvig GNN AI4CE 34 131 0 07 Feb 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,172 0 02 Feb 2017
Visual Saliency Prediction Using a Mixture of Deep Neural Networks Samuel F. Dodge Lina Karam FAtt 31 48 0 01 Feb 2017
On orthogonality and learning recurrent networks with long term dependencies Eugene Vorontsov C. Trabelsi Samuel Kadoury C. Pal ODL 36 238 0 31 Jan 2017
End-to-End ASR-free Keyword Search from Speech Kartik Audhkhasi Andrew Rosenberg A. Sethy Bhuvana Ramabhadran Brian Kingsbury 18 111 0 13 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 33 413 0 11 Jan 2017
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection Guillermo Cabrera-Vives I. Reyes F. Förster P. Estévez J. Maureira 20 95 0 02 Jan 2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 38 595 0 22 Dec 2016
Collaborative Filtering with User-Item Co-Autoregressive Models Chao Du Chongxuan Li Yin Zheng Jun Zhu Bo Zhang HAI 15 33 0 21 Dec 2016
Neural Networks Classifier for Data Selection in Statistical Machine Translation Álvaro Peris Mara Chinea-Rios F. Casacuberta 22 16 0 16 Dec 2016
Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints Stefan Lattner M. Grachten Gerhard Widmer 20 66 0 14 Dec 2016
Real-time interactive sequence generation and control with Recurrent Neural Network ensembles Memo Akten M. Grierson 11 4 0 14 Dec 2016
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis Stergios Christodoulidis M. Anthimopoulos L. Ebner Andreas Christe Stavroula Mougiakakou 13 133 0 08 Dec 2016
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 19 18 0 07 Dec 2016
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots Yu-Huan Wu Wei Wu Chen Xing Ming Zhou Zhoujun Li 20 493 0 06 Dec 2016
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images David Vázquez Jorge Bernal F. Sánchez Gloria Fernández-Esparrach Antonio M. López Adriana Romero M. Drozdzal Aaron Courville 3DV 22 623 0 02 Dec 2016
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 24 129 0 01 Dec 2016
Fast Face-swap Using Convolutional Neural Networks I. Korshunova Wenzhe Shi J. Dambre Lucas Theis CVBM 3DH PICV 45 378 0 29 Nov 2016
Social Behavior Prediction from First Person Videos Shan Su J. Hong Jianbo Shi H. Park EgoV 34 12 0 29 Nov 2016
Diet Networks: Thin Parameters for Fat Genomics Adriana Romero P. Carrier Akram Erraqabi Tristan Sylvain Alex Auvolat Etienne Dejoie Marc-André Legault M. Dubé J. Hussin Yoshua Bengio 20 68 0 28 Nov 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 46 1,573 0 28 Nov 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 18 67 0 27 Nov 2016