Title
Ordinal Pooling Networks: For Preserving Information over Shrinking Feature Maps Ashwani Kumar FAtt 40 8 0 08 Apr 2018
Accelerating Prototype-Based Drug Discovery using Conditional Diversity Networks Shahar Harel Kira Radinsky 39 22 0 08 Apr 2018
POL-LWIR Vehicle Detection: Convolutional Neural Networks Meet Polarised Infrared Sensors Marcel Sheeny Andrew M. Wallace Mehryar Emambakhsh Sen Wang B. Connor 29 17 0 07 Apr 2018
Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning Michal Byra T. Sznajder Danijel Koržinek H. Piotrzkowska-Wróblewska K. Dobruch-Sobczak A. Nowicki K. Marasek 54 9 0 06 Apr 2018
Building Efficient CNN Architecture for Offline Handwritten Chinese Character Recognition Zhiyuan Li Nanjun Teng Min Jin Huaxiang Lu 39 52 0 04 Apr 2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models B. Rouhani Huili Chen F. Koushanfar 130 48 0 02 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz Niru Maheswaranathan Brian Cheung Jascha Narain Sohl-Dickstein SSL OOD 85 123 0 31 Mar 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 523 1,908 0 29 Mar 2018
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision Yaojie Liu Amin Jourabloo Xiaoming Liu CVBM 71 579 0 29 Mar 2018
Adversarial Network Compression Vasileios Belagiannis Azade Farshad Fabio Galasso GAN AAML 63 58 0 28 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 62 28 0 27 Mar 2018
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients Lingjiao Chen Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos 79 249 0 27 Mar 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 123 571 0 26 Mar 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 156 1,433 0 24 Mar 2018
A Deep Error Correction Network for Compressed Sensing MRI Liyan Sun Zhiwen Fan Yue Huang Xinghao Ding John Paisley MedIm 61 12 0 23 Mar 2018
Generalization Challenges for Neural Architectures in Audio Source Separation Shariq Mobin Brian Cheung Bruno A. Olshausen DRL 46 2 0 23 Mar 2018
Group Normalization Yuxin Wu Kaiming He 261 3,686 0 22 Mar 2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari GAN 78 40 0 22 Mar 2018
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery Yichen Wu Y. Rivenson Yibo Zhang Zhensong Wei H. Gunaydin Xing Lin Aydogan Ozcan 65 172 0 21 Mar 2018
Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses Zheng Dang K. M. Yi Yinlin Hu Fei Wang Pascal Fua Mathieu Salzmann 69 48 0 21 Mar 2018
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network Yao Feng Fan Wu Xiaohu Shao Yanfeng Wang Xi Zhou 3DV 3DH 75 692 0 21 Mar 2018
Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products Ângelo Cardoso F. Daolio S. Vargas 41 32 0 20 Mar 2018
DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems Lei Ma Felix Juefei Xu Fuyuan Zhang Jiyuan Sun Minhui Xue ... Ting Su Li Li Yang Liu Jianjun Zhao Yadong Wang ELM 82 626 0 20 Mar 2018
The Three Pillars of Machine Programming Justin Emile Gottschlich Armando Solar-Lezama Nesime Tatbul Michael Carbin Martin Rinard Regina Barzilay Saman P. Amarasinghe J. Tenenbaum Tim Mattson 99 63 0 20 Mar 2018
D $^2$ : Decentralized Training over Decentralized Data Hanlin Tang Xiangru Lian Ming Yan Ce Zhang Ji Liu 74 351 0 19 Mar 2018
Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device A. Anar E. Bostanci M. Güzel 18 4 0 19 Mar 2018
Communication Compression for Decentralized Training Hanlin Tang Shaoduo Gan Ce Zhang Tong Zhang Ji Liu 143 274 0 17 Mar 2018
Learning to Segment via Cut-and-Paste Tal Remez Jonathan Huang Matthew A. Brown 91 99 0 16 Mar 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 98 531 0 16 Mar 2018
Serverless Data Analytics with Flint Youngbin Kim Jimmy J. Lin 49 77 0 16 Mar 2018
Distributed Caching for Complex Querying of Raw Arrays Weijie Zhao Florin Rusu Bin Dong Kesheng Wu Anna Y. Q. Ho P. Nugent 38 1 0 16 Mar 2018
TBD: Benchmarking and Analyzing Deep Neural Network Training Hongyu Zhu Mohamed Akrout Bojian Zheng Andrew Pelegris Amar Phanishayee Bianca Schroeder Gennady Pekhimenko 90 81 0 16 Mar 2018
Chiron: Privacy-preserving Machine Learning as a Service T. Hunt Congzheng Song Reza Shokri Vitaly Shmatikov Emmett Witchel 58 201 0 15 Mar 2018
Large Margin Deep Networks for Classification Gamaleldin F. Elsayed Dilip Krishnan H. Mobahi Kevin Regan Samy Bengio MQ 74 285 0 15 Mar 2018
Real-time Cardiovascular MR with Spatio-temporal Artifact Suppression using Deep Learning - Proof of Concept in Congenital Heart Disease A. Hauptmann Simon Arridge F. Lucka V. Muthurangu J. Steeden 81 183 0 14 Mar 2018
Geometrical versus time-series representation of data in quantum control learning M. Ostaszewski Jaroslaw Adam Miszczak P. Sadowski AI4CE 48 2 0 14 Mar 2018
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples Zihao Liu Qi Liu Tao Liu Nuo Xu Xue Lin Yanzhi Wang Wujie Wen AAML MQ 90 265 0 14 Mar 2018
Predicting Human Performance in Vertical Menu Selection Using Deep Learning Yang Li Samy Bengio G. Bailly HAI 37 38 0 13 Mar 2018
SAF- BAGE: Salient Approach for Facial Soft-Biometric Classification - Age, Gender, and Facial Expression Ayesha Gurnani Kenil Shah Vandit Gajjar Viraj Mavani Yash Khandhediya CVBM 18 17 0 13 Mar 2018
Variational zero-inflated Gaussian processes with sparse kernels Pashupati Hegde Markus Heinonen Samuel Kaski 26 5 0 13 Mar 2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTC Kai Xu Dawei Li N. Cassimatis Xiaolong Wang 68 97 0 13 Mar 2018
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials Nicholas R. Waytowich Vernon J. Lawhern J. Garcia J. Cummings J. Faller P. Sajda J. Vettel 70 188 0 12 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
NVIDIA Tensor Core Programmability, Performance & Precision Stefano Markidis Steven W. D. Chien Erwin Laure Ivy Bo Peng Jeffrey S. Vetter 55 375 0 11 Mar 2018
Testing Deep Neural Networks Youcheng Sun Xiaowei Huang Daniel Kroening James Sharp Matthew Hill Rob Ashmore AAML 88 219 0 10 Mar 2018
Solving Fourier ptychographic imaging problems via neural network modeling and TensorFlow Shaowei Jiang K. Guo Jun Liao G. Zheng 57 96 0 09 Mar 2018
TicTac: Accelerating Distributed Deep Learning with Communication Scheduling Sayed Hadi Hashemi Sangeetha Abdu Jyothi R. Campbell 70 200 0 08 Mar 2018
A Multi-Objective Deep Reinforcement Learning Framework Thanh Thi Nguyen Ngoc Duy Nguyen Peter Vamplew Saeid Nahavandi Richard Dazeley Chee Peng Lim OffRL 78 111 0 08 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 81 187 0 05 Mar 2018
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates Dong Yin Yudong Chen Kannan Ramchandran Peter L. Bartlett OOD FedML 163 1,540 0 05 Mar 2018