Title
Decoupled Novel Object Captioner Yuehua Wu Linchao Zhu Lu Jiang Yi Yang 18 62 0 11 Apr 2018
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks Huili Chen B. Rouhani F. Koushanfar FedML 27 61 0 10 Apr 2018
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 21 19 0 10 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 16 173 0 10 Apr 2018
Ordinal Pooling Networks: For Preserving Information over Shrinking Feature Maps Ashwani Kumar FAtt 19 8 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 25 17 0 07 Apr 2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models B. Rouhani Huili Chen F. Koushanfar 43 48 0 02 Apr 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 38 1,891 0 29 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 25 28 0 27 Mar 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 36 569 0 26 Mar 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 69 1,412 0 24 Mar 2018
An improved DNN-based spectral feature mapping that removes noise and reverberation for robust automatic speech recognition J. Escudero José Novoa R. Mahú J. Wuth F. Huenupán R. Stern N. B. Yoma 14 1 0 23 Mar 2018
A Deep Error Correction Network for Compressed Sensing MRI Liyan Sun Zhiwen Fan Yue Huang Xinghao Ding John Paisley MedIm 39 12 0 23 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 19 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 14 171 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 29 48 0 21 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 27 62 0 20 Mar 2018
D $^2$ : Decentralized Training over Decentralized Data Hanlin Tang Xiangru Lian Ming Yan Ce Zhang Ji Liu 20 348 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 11 4 0 19 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 60 528 0 16 Mar 2018
Serverless Data Analytics with Flint Youngbin Kim Jimmy J. Lin 27 77 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 31 80 0 16 Mar 2018
Large Margin Deep Networks for Classification Gamaleldin F. Elsayed Dilip Krishnan H. Mobahi Kevin Regan Samy Bengio MQ 22 281 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 25 180 0 14 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 22 180 0 12 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 0 12 Mar 2018
Solving Fourier ptychographic imaging problems via neural network modeling and TensorFlow Shaowei Jiang K. Guo Jun Liao G. Zheng 18 95 0 09 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 15 108 0 08 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 26 185 0 05 Mar 2018
Accelerating Natural Gradient with Higher-Order Invariance Yang Song Jiaming Song Stefano Ermon 26 21 0 04 Mar 2018
Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs Xuhao Chen 18 25 0 28 Feb 2018
Generalized Byzantine-tolerant SGD Cong Xie Oluwasanmi Koyejo Indranil Gupta AAML 19 254 0 27 Feb 2018
Shampoo: Preconditioned Stochastic Tensor Optimization Vineet Gupta Tomer Koren Y. Singer ODL 22 201 0 26 Feb 2018
Wide Compression: Tensor Ring Nets Wenqi Wang Yifan Sun Brian Eriksson Wenlin Wang Vaneet Aggarwal 13 168 0 25 Feb 2018
Asynchronous Stochastic Proximal Methods for Nonconvex Nonsmooth Optimization Rui Zhu Di Niu Zongpeng Li 16 4 0 24 Feb 2018
Stochastic Gradient Descent on Highly-Parallel Architectures Yujing Ma Florin Rusu Martin Torres 27 6 0 24 Feb 2018
Harmonious Attention Network for Person Re-Identification Wei Li Xiatian Zhu S. Gong 21 1,342 0 22 Feb 2018
SparCML: High-Performance Sparse Communication for Machine Learning Cédric Renggli Saleh Ashkboos Mehdi Aghagolzadeh Dan Alistarh Torsten Hoefler 29 126 0 22 Feb 2018
Federated Meta-Learning with Fast Convergence and Efficient Communication Fei Chen Mi Luo Zhenhua Dong Zhenguo Li Xiuqiang He FedML 34 388 0 22 Feb 2018
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning Hyeontaek Lim D. Andersen M. Kaminsky 21 70 0 21 Feb 2018
Horovod: fast and easy distributed deep learning in TensorFlow Alexander Sergeev Mike Del Balso 22 1,214 0 15 Feb 2018
MemeSequencer: Sparse Matching for Embedding Image Macros Abhimanyu Dubey Esteban Moro Egido Manuel Cebrian Iyad Rahwan 37 35 0 14 Feb 2018
Exploring Hidden Dimensions in Parallelizing Convolutional Neural Networks Zhihao Jia Sina Lin C. Qi A. Aiken 37 117 0 14 Feb 2018
SLAQ: Quality-Driven Scheduling for Distributed Machine Learning Haoyu Zhang Logan Stafman Andrew Or M. Freedman 38 140 0 13 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 40 432 0 13 Feb 2018
Training and Inference with Integers in Deep Neural Networks Shuang Wu Guoqi Li F. Chen Luping Shi MQ 41 389 0 13 Feb 2018
Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring Yossi Adi Carsten Baum Moustapha Cissé Benny Pinkas Joseph Keshet 20 669 0 13 Feb 2018
Texygen: A Benchmarking Platform for Text Generation Models Yaoming Zhu Sidi Lu Lei Zheng Jiaxian Guo Weinan Zhang Jun Wang Yong Yu 50 665 0 06 Feb 2018
Interpretable Deep Convolutional Neural Networks via Meta-learning Xuan Liu Xiaoguang Wang Stan Matwin FaML 27 38 0 02 Feb 2018
Full Image Recover for Block-Based Compressive Sensing Xuemei Xie Chenye Wang Jiang Du Guangming Shi 38 16 0 01 Feb 2018