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Asynchrony begets Momentum, with an Application to Deep Learning

31 May 2016

Stefan Hadjis

Papers citing "Asynchrony begets Momentum, with an Application to Deep Learning"

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Title
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 78 42 0 20 Dec 2019
Adversarial Representation Active Learning A. Mottaghi Serena Yeung VLM GAN 71 29 0 20 Dec 2019
MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Rushil Anirudh Jayaraman J. Thiagarajan B. Kailkhura T. Bremer AAML 65 44 0 16 Dec 2019
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 92 318 0 15 Dec 2019
Learning Disentangled Representations via Mutual Information Estimation E. Sanchez M. Serrurier M. Ortner SSL DRL 93 96 0 09 Dec 2019
Self-Supervised Learning of Video-Induced Visual Invariances Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 138 62 0 05 Dec 2019
Multi-Modal Deep Clustering: Unsupervised Partitioning of Images Guy Shiran D. Weinshall 48 17 0 05 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 113 1,459 0 04 Dec 2019
Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning Shuai Zheng Zhenfeng Zhu Xingxing Zhang Zhizhe Liu Jian Cheng Yao-Min Zhao OOD GAN 67 33 0 04 Dec 2019
LOGAN: Latent Optimisation for Generative Adversarial Networks Yongpeng Wu Jeff Donahue David Balduzzi Karen Simonyan Timothy Lillicrap GAN 92 88 0 02 Dec 2019
Is Discriminator a Good Feature Extractor? Xin Mao Zhaoyu Su P. S. Tan J. Chow Yu-Hsing Wang 55 12 0 02 Dec 2019
Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning Generative Adversarial Network Yeonghyeon Park Wonseok Park Yeong Beom Kim 19 14 0 02 Dec 2019
Transflow Learning: Repurposing Flow Models Without Retraining Andrew Gambardella A. G. Baydin Philip Torr DRL AI4CE 100 8 0 29 Nov 2019
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models Giannis Daras Augustus Odena Han Zhang A. Dimakis 106 56 0 27 Nov 2019
AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks Hao Tang Hong Liu Dan Xu Philip Torr N. Sebe GAN 109 214 0 27 Nov 2019
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation Yuheng Li Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee CoGe 51 77 0 26 Nov 2019
Spatial-Aware GAN for Unsupervised Person Re-identification Fangneng Zhan Aoran Xiao 80 20 0 26 Nov 2019
Natural Image Manipulation for Autoregressive Models Using Fisher Scores Wilson Yan Jonathan Ho Pieter Abbeel 26 0 0 25 Nov 2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference Wei-An Lin Yogesh Balaji Pouya Samangouei Rama Chellappa 61 6 0 23 Nov 2019
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons Ligong Han Ruijiang Gao Mun Kim Xin Tao Bo Liu Dimitris N. Metaxas 52 14 0 21 Nov 2019
The Origins and Prevalence of Texture Bias in Convolutional Neural Networks Katherine L. Hermann Ting Chen Simon Kornblith CVBM 78 21 0 20 Nov 2019
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations Xiang Gao Wei Hu Guo-Jun Qi 3DPC 88 44 0 19 Nov 2019
Unsupervised Representation Learning by Discovering Reliable Image Relations Timo Milbich Omair Ghori Ferran Diego Bjorn Ommer OOD SSL 51 9 0 18 Nov 2019
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features Tao Gui Lizhi Qing Qi Zhang Jiacheng Ye Hang Yan Zichu Fei Xuanjing Huang 39 2 0 18 Nov 2019
AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups Feng Lin Haohang Xu Houqiang Li H. Xiong Guo-Jun Qi 67 4 0 16 Nov 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-Man Cheung SSL GAN 80 61 0 16 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 261 12,164 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 131 778 0 13 Nov 2019
Double cycle-consistent generative adversarial network for unsupervised conditional generation Fei Ding Feng Luo Yin Yang SyDa AI4CE 54 10 0 13 Nov 2019
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views Anastasiia Doinychko Massih-Reza Amini GAN 44 2 0 05 Nov 2019
Improved BiGAN training with marginal likelihood equalization Pablo Sánchez-Martín Pablo Martínez Olmos Fernando Perez-Cruz GAN 26 2 0 04 Nov 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning Shuangfei Zhai Walter A. Talbott Carlos Guestrin J. Susskind GAN 105 9 0 29 Oct 2019
Generative Well-intentioned Networks J. Cosentino Jun Zhu AI4CE 37 2 0 28 Oct 2019
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images Marco Pividori G. Grinblat Lucas C. Uzal GAN 51 3 0 26 Oct 2019
Multimodal Image Outpainting With Regularized Normalized Diversification Lingzhi Zhang Jiancong Wang Jianbo Shi DiffM 122 15 0 25 Oct 2019
Seeing What a GAN Cannot Generate David Bau Jun-Yan Zhu Jonas Wulff William S. Peebles Hendrik Strobelt Bolei Zhou Antonio Torralba GAN 104 310 0 24 Oct 2019
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts Karim Armanious Aastha Tanwar Sherif Abdulatif Thomas Kustner S. Gatidis Bin Yang AAML MedIm 99 30 0 12 Oct 2019
Prescribed Generative Adversarial Networks Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei Michalis K. Titsias GAN DRL 80 62 0 09 Oct 2019
Improving Password Guessing via Representation Learning Dario Pasquini Ankit Gangwal G. Ateniese M. Bernaschi Mauro Conti OOD 75 73 0 09 Oct 2019
MIM: Mutual Information Machine M. Livne Kevin Swersky David J. Fleet DRL 47 6 0 08 Oct 2019
Stacked Wasserstein Autoencoder Wenju Xu Shawn Keshmiri Guanghui Wang BDL DiffM DRL 45 14 0 04 Oct 2019
Adversarial Colorization Of Icons Based On Structure And Color Conditions Tsai-Ho Sun Chien-Hsun Lai Sai-Keung Wong Yu-Shuen Wang GAN 87 33 0 03 Oct 2019
Information based Deep Clustering: An experimental study Jizong Peng Christian Desrosiers M. Pedersoli 52 1 0 03 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 97 448 0 01 Oct 2019
Unsupervised Projection Networks for Generative Adversarial Networks Daiyaan Arfeen Jesse Zhang GAN 21 0 0 30 Sep 2019
Improving Textual Network Learning with Variational Homophilic Embeddings Wenlin Wang Chenyang Tao Zhe Gan Guoyin Wang Liqun Chen Xinyuan Zhang Ruiyi Zhang Qian Yang Ricardo Henao Lawrence Carin DRL 39 16 0 30 Sep 2019
Implicit Discriminator in Variational Autoencoder Prateek Munjal Akanksha Paul N. C. Krishnan GAN DRL 31 13 0 28 Sep 2019
"Best-of-Many-Samples" Distribution Matching Apratim Bhattacharyya Mario Fritz Bernt Schiele GAN DRL 28 4 0 27 Sep 2019
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition H. Nazki Sook Yoon A. Fuentes D. Park GAN MedIm 54 157 0 26 Sep 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 62 54 0 26 Sep 2019