Title
Synkhronos: a Multi-GPU Theano Extension for Data Parallelism Adam Stooke Pieter Abbeel SyDa GNN 32 0 0 11 Oct 2017
Discrete Event, Continuous Time RNNs Michael C. Mozer Denis Kazakov Robert V. Lindsey 78 55 0 11 Oct 2017
An automatic deep learning approach for coronary artery calcium segmentation Gianmarco Santini D. Latta N. Martini Gabriele Valvano Andrea Gori A. Ripoli C. Susini L. Landini D. Chiappino 55 32 0 09 Oct 2017
Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network Sharath Adavanne Tuomas Virtanen NoLa 61 54 0 09 Oct 2017
A report on sound event detection with different binaural features Sharath Adavanne Tuomas Virtanen 62 68 0 09 Oct 2017
End-to-end DNN Based Speaker Recognition Inspired by i-vector and PLDA Johan Rohdin Anna Silnova Mireia Díez Oldrich Plchot P. Matejka L. Burget 68 54 0 06 Oct 2017
Forecasting Player Behavioral Data and Simulating in-Game Events Anna Guitart Pei Pei Chen Paul Bertens África Periánez AI4TS 39 8 0 05 Oct 2017
DimReader: Axis lines that explain non-linear projections Rebecca Faust David Glickenstein C. Scheidegger 56 41 0 03 Oct 2017
Hierarchical modeling of molecular energies using a deep neural network Nicholas Lubbers Justin S. Smith K. Barros AI4CE BDL 94 272 0 29 Sep 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 63 52 0 29 Sep 2017
Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem André Hottung Shunji Tanaka Kevin Tierney 66 99 0 28 Sep 2017
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks Yading Yuan Y. Lo 208 224 0 28 Sep 2017
An In-field Automatic Wheat Disease Diagnosis System Jiang Lu Jie Hu Guannan Zhao Fenghua Mei Changshui Zhang 58 307 0 26 Sep 2017
Machine Learning Models that Remember Too Much Congzheng Song Thomas Ristenpart Vitaly Shmatikov VLM 77 522 0 22 Sep 2017
Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding Scott Wisdom Thomas Powers J. Pitton L. Atlas 69 21 0 21 Sep 2017
ZhuSuan: A Library for Bayesian Deep Learning Jiaxin Shi Jianfei Chen Jun Zhu Shengyang Sun Yucen Luo Yihong Gu Yuhao Zhou UQCV BDL 87 43 0 18 Sep 2017
Constrained Bayesian Optimization for Automatic Chemical Design Ryan-Rhys Griffiths José Miguel Hernández-Lobato BDL 195 76 0 16 Sep 2017
Self-Attentive Residual Decoder for Neural Machine Translation Lesly Miculicich Nikolaos Pappas Dhananjay Ram Andrei Popescu-Belis 68 20 0 14 Sep 2017
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 100 277 0 12 Sep 2017
Institutionally Distributed Deep Learning Networks Ken Chang N. Balachandar Carson K. Lam Darvin Yi James M. Brown Andrew Beers Bruce Rosen D. Rubin Jayashree Kalpathy-Cramer OOD FedML 23 3 0 10 Sep 2017
Classifying Unordered Feature Sets with Convolutional Deep Averaging Networks Andrew Gardner Jinko Kanno C. A. Duncan R. Selmic 105 13 0 10 Sep 2017
Embedded Binarized Neural Networks Bradley McDanel Surat Teerapittayanon H. T. Kung MQ 80 86 0 06 Sep 2017
Improving Landmark Localization with Semi-Supervised Learning S. Honari Pavlo Molchanov Stephen Tyree Pascal Vincent C. Pal Jan Kautz SSL 125 162 0 05 Sep 2017
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation S. I. Mimilakis Konstantinos Drossos Tuomas Virtanen G. Schuller 83 30 0 02 Sep 2017
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection Marek Rei L. Bulat Douwe Kiela Ekaterina Shutova 56 70 0 02 Sep 2017
Automatically Generating Commit Messages from Diffs using Neural Machine Translation Siyuan Jiang A. Armaly Collin McMillan 82 261 0 30 Aug 2017
Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder Yuqian Zhou Bertram Emil Shi CVBM 88 78 0 30 Aug 2017
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars Yuchi Tian Kexin Pei Suman Jana Baishakhi Ray AAML 99 1,365 0 28 Aug 2017
Understanding and Comparing Deep Neural Networks for Age and Gender Classification Sebastian Lapuschkin Alexander Binder K. Müller Wojciech Samek CVBM 94 136 0 25 Aug 2017
CloudScan - A configuration-free invoice analysis system using recurrent neural networks Rasmus Berg Palm Ole Winther Florian Laws 65 84 0 24 Aug 2017
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses Ryan J. Lowe Michael Noseworthy Iulian Serban Nicolas Angelard-Gontier Yoshua Bengio Joelle Pineau 64 372 0 23 Aug 2017
Applying Data Augmentation to Handwritten Arabic Numeral Recognition Using Deep Learning Neural Networks Akm Ashiquzzaman A. Tushar Md Ashiqur Rahman 17 6 0 20 Aug 2017
The Helsinki Neural Machine Translation System Robert Östling Yves Scherrer Jörg Tiedemann Gongbo Tang Tommi Nieminen DRL 69 20 0 20 Aug 2017
Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization Viacheslav Khomenko Oleg Shyshkov Olga Radyvonenko Kostiantyn Bokhan 65 65 0 18 Aug 2017
Training-image based geostatistical inversion using a spatial generative adversarial neural network E. Laloy Romain Hérault D. Jacques N. Linde DiffM GAN 74 287 0 16 Aug 2017
Learning to Plan Chemical Syntheses Marwin H. S. Segler Mike Preuss M. Waller 109 1,383 0 14 Aug 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 96 513 0 12 Aug 2017
Argument Labeling of Explicit Discourse Relations using LSTM Neural Networks Sohail Hooda Leila Kosseim 28 9 0 11 Aug 2017
Topical Behavior Prediction from Massive Logs Shih-Chieh Su BDL 36 0 0 10 Aug 2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings Pawel Cyrta Tomasz Trzciñski Wojciech Stokowiec 68 33 0 09 Aug 2017
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning M. Schmitz Matthieu Heitz Nicolas Bonneel Fred-Maurice Ngole-Mboula D. Coeurjolly Marco Cuturi Gabriel Peyré Jean-Luc Starck OT 116 138 0 07 Aug 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 81 211 0 02 Aug 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm Bjarke Felbo A. Mislove Anders Søgaard Iyad Rahwan Sune Lehmann 133 744 0 01 Aug 2017
Forecasting day-ahead electricity prices in Europe: the importance of considering market integration J. Lago F. Ridder Peter Vrancx B. de Schutter 41 203 0 01 Aug 2017
Neural Rating Regression with Abstractive Tips Generation for Recommendation Piji Li Zihao Wang Zhaochun Ren Lidong Bing Wai Lam 100 299 0 01 Aug 2017
Bayesian Sparsification of Recurrent Neural Networks E. Lobacheva Nadezhda Chirkova Dmitry Vetrov UQCV BDL 55 16 0 31 Jul 2017
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network Akm Ashiquzzaman A. Tushar Md. Rashedul Islam Jong-Myon Kim BDL 56 90 0 26 Jul 2017
Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks Fréderic Godin Jonas Degrave J. Dambre W. D. Neve MU 36 47 0 25 Jul 2017
An Error-Oriented Approach to Word Embedding Pre-Training Youmna Farag Marek Rei Ted Briscoe 24 4 0 21 Jul 2017
Head Detection with Depth Images in the Wild Diego Ballotta Guido Borghi R. Vezzani Rita Cucchiara CVBM 47 15 0 21 Jul 2017