Title
POSEidon: Face-from-Depth for Driver Pose Estimation Guido Borghi Marco Venturelli R. Vezzani Rita Cucchiara 3DH CVBM 102 154 0 30 Nov 2016
Fast Face-swap Using Convolutional Neural Networks I. Korshunova Wenzhe Shi J. Dambre Lucas Theis CVBM 3DH PICV 129 383 0 29 Nov 2016
Social Behavior Prediction from First Person Videos Shan Su J. Hong Jianbo Shi H. Park EgoV 61 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 84 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 241 1,583 0 28 Nov 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 67 68 0 27 Nov 2016
Bottleneck Conditional Density Estimation Rui Shu Hung Bui Mohammad Ghavamzadeh BDL 69 23 0 25 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 107 565 0 24 Nov 2016
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling Zhe Gan Chunyuan Li Changyou Chen Yunchen Pu Qinliang Su Lawrence Carin BDL UQCV 139 41 0 23 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 208 2,945 0 23 Nov 2016
Semantic Compositional Networks for Visual Captioning Zhe Gan Chuang Gan Xiaodong He Yunchen Pu Kenneth Tran Jianfeng Gao Lawrence Carin Li Deng CoGe 114 427 0 23 Nov 2016
Interpretation of Prediction Models Using the Input Gradient Yotam Hechtlinger FaML AI4CE FAtt 82 85 0 23 Nov 2016
Max-Margin Deep Generative Models for (Semi-)Supervised Learning Chongxuan Li Jun Zhu Bo Zhang AI4CE 99 42 0 22 Nov 2016
GRAM: Graph-based Attention Model for Healthcare Representation Learning Edward Choi M. T. Bahadori Le Song Walter F. Stewart Jimeng Sun GNN 99 678 0 21 Nov 2016
RhoanaNet Pipeline: Dense Automatic Neural Annotation Seymour Knowles-Barley V. Kaynig T. Jones A. Wilson Joshua Morgan Dongil Lee Daniel R. Berger N. Kasthuri J. Lichtman Hanspeter Pfister 3DV 71 22 0 21 Nov 2016
Emergence of Compositional Representations in Restricted Boltzmann Machines J. Tubiana R. Monasson AI4CE 61 91 0 21 Nov 2016
Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets Maciej Wielgosz A. Skoczeń M. Mertik 49 53 0 18 Nov 2016
Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks L. Hou Chen-Ping Yu Dimitris Samaras 127 153 0 17 Nov 2016
End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo Andrey Kuzmin Dmitry Mikushin Victor Lempitsky 3DV 43 25 0 17 Nov 2016
PixelVAE: A Latent Variable Model for Natural Images Ishaan Gulrajani Kundan Kumar Faruk Ahmed Adrien Ali Taïga Francesco Visin David Vazquez Aaron Courville DRL SSL BDL 100 340 0 15 Nov 2016
Knowledge Enhanced Hybrid Neural Network for Text Matching Yu-Huan Wu Wei Wu Zhoujun Li Ming Zhou 70 41 0 15 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 142 223 0 14 Nov 2016
Inferring low-dimensional microstructure representations using convolutional neural networks Nicholas Lubbers T. Lookman K. Barros 61 109 0 08 Nov 2016
Joint Multimodal Learning with Deep Generative Models Masahiro Suzuki Kotaro Nakayama Y. Matsuo DRL GAN 85 224 0 07 Nov 2016
A Differentiable Physics Engine for Deep Learning in Robotics Jonas Degrave Michiel Hermans J. Dambre Francis Wyffels PINN AI4CE 132 233 0 05 Nov 2016
Loss-aware Binarization of Deep Networks Lu Hou Quanming Yao James T. Kwok MQ 98 220 0 05 Nov 2016
Estimating Causal Direction and Confounding of Two Discrete Variables Krzysztof Chalupka F. Eberhardt Pietro Perona CML 79 8 0 04 Nov 2016
Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks A. Ardakani C. Condo W. Gross 86 42 0 04 Nov 2016
Using a Deep Reinforcement Learning Agent for Traffic Signal Control Wade Genders S. Razavi 87 286 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 230 2,544 0 02 Nov 2016
Full-Capacity Unitary Recurrent Neural Networks Scott Wisdom Thomas Powers J. Hershey Jonathan Le Roux L. Atlas 121 294 0 31 Oct 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
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 148 598 0 27 Oct 2016
Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures Felix Gonda V. Kaynig T. Jones D. Haehn J. Lichtman T. Parag Hanspeter Pfister 31 6 0 27 Oct 2016
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 96 880 0 15 Oct 2016
Amortised MAP Inference for Image Super-resolution C. Sønderby Jose Caballero Lucas Theis Wenzhe Shi Ferenc Huszár 125 435 0 14 Oct 2016
Neural Paraphrase Generation with Stacked Residual LSTM Networks Aaditya (Adi) Prakash Sadid A. Hasan Kathy Lee Vivek Datla Ashequl Qadir Joey Liu Oladimeji Farri 128 267 0 10 Oct 2016
Extrapolation and learning equations Georg Martius Christoph H. Lampert 78 160 0 10 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 311 2,962 0 07 Oct 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 227 2,572 0 07 Oct 2016
Neural-based Noise Filtering from Word Embeddings K. Nguyen Sabine Schulte im Walde Ngoc Thang Vu 52 15 0 06 Oct 2016
DeepGaze II: Reading fixations from deep features trained on object recognition Matthias Kümmerer Thomas S. A. Wallis Matthias Bethge 111 288 0 05 Oct 2016
Technical Report on the CleverHans v2.1.0 Adversarial Examples Library Nicolas Papernot Fartash Faghri Nicholas Carlini Ian Goodfellow Reuben Feinman ... David Berthelot P. Hendricks Jonas Rauber Rujun Long Patrick McDaniel AAML 98 516 0 03 Oct 2016
End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks Tim O'Shea Seth D. Hitefield Johnathan Corgan AI4TS 56 42 0 03 Oct 2016
A Tour of TensorFlow Peter Goldsborough VLM 63 92 0 01 Oct 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 138 2,085 0 01 Oct 2016
Structured Inference Networks for Nonlinear State Space Models Rahul G. Krishnan Uri Shalit David Sontag BDL 121 461 0 30 Sep 2016
Learning from the Hindsight Plan -- Episodic MPC Improvement Aviv Tamar G. Thomas Tianhao Zhang Sergey Levine Pieter Abbeel 155 66 0 28 Sep 2016
Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks Savelie Cornegruta R. Bakewell S. Withey Giovanni Montana MedIm 90 80 0 27 Sep 2016
Creating Causal Embeddings for Question Answering with Minimal Supervision Rebecca Sharp Mihai Surdeanu Peter Alexander Jansen Peter Clark Michael Hammond CML 42 51 0 26 Sep 2016