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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
Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data Kathryn Gray Daniel Smolyak Sarkhan Badirli G. Mohler 68 20 0 08 Sep 2018
Adversarial Feature Learning of Online Monitoring Data for Operational Risk Assessment in Distribution Networks Xin Shi Robert C. Qiu Tiebin Mi Xing He Yongli Zhu 16 0 0 27 Aug 2018
DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN Swee Kiat Lim Yi Loo Ngoc-Trung Tran Ngai-Man Cheung Gemma Roig Yuval Elovici 46 117 0 23 Aug 2018
Escaping from Collapsing Modes in a Constrained Space Chia-Che Chang Chieh Hubert Lin Che-Rung Lee Da-Cheng Juan Wei Wei Hwann-Tzong Chen GAN 56 19 0 22 Aug 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 399 2,677 0 20 Aug 2018
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery Grégoire Payen de La Garanderie Amir Atapour-Abarghouei T. Breckon 3DPC MDE 77 81 0 19 Aug 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 65 49 0 14 Aug 2018
Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation Jialei Chen Yujia Xie Kan Wang Zih-Huei Wang Geet Lahoti Chuck Zhang M. Vannan Ben Wang Z. Qian GAN AI4CE 28 14 0 14 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 100 16 0 05 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang Hanwang Zhang Jianfei Cai 95 74 0 01 Aug 2018
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning U. Büchler Biagio Brattoli Bjorn Ommer OOD SSL 100 114 0 30 Jul 2018
Learning Plannable Representations with Causal InfoGAN Thanard Kurutach Aviv Tamar Ge Yang Stuart J. Russell Pieter Abbeel GAN DRL 82 181 0 24 Jul 2018
Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously Kyungjune Baek Duhyeon Bang Hyunjung Shim GAN CVBM 25 6 0 20 Jul 2018
Automatic Semantic Content Removal by Learning to Neglect Siyang Qin Jiahui Wei Roberto Manduchi 36 10 0 20 Jul 2018
IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis Huaibo Huang Zhihang Li Ran He Zhenan Sun Tieniu Tan DRL 53 266 0 17 Jul 2018
Variational Inference: A Unified Framework of Generative Models and Some Revelations Jianlin Su BDL DRL GAN 62 12 0 16 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 87 62 0 15 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 171 1,906 0 15 Jul 2018
3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space M. Abdi Ehsan Abbasnejad C. Lim S. Nahavandi 3DH 52 13 0 14 Jul 2018
Adversarially Learned Mixture Model Andrew Jesson Cécile Low-Kam Tanya Nair F. Soudan Florent Chandelier Nicolas Chapados 20 2 0 14 Jul 2018
Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis Hai Pham Thomas Manzini Paul Pu Liang Barnabás Póczós 92 64 0 11 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 360 10,385 0 10 Jul 2018
Pioneer Networks: Progressively Growing Generative Autoencoder Ari Heljakka Arno Solin Arno Solin GAN DRL 82 41 0 09 Jul 2018
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders Paul Bergmann Sindy Löwe Michael Fauser David Sattlegger C. Steger 119 671 0 05 Jul 2018
CR-GAN: Learning Complete Representations for Multi-view Generation Yu Tian Xi Peng Long Zhao Shaoting Zhang Dimitris N. Metaxas GAN SSL 74 149 0 28 Jun 2018
Data Efficient Lithography Modeling with Transfer Learning and Active Data Selection Yibo Lin Meng Li Yuki Watanabe Taiki Kimura Tetsuaki Matsunawa S. Nojima David Z. Pan 51 49 0 27 Jun 2018
Multi-Mapping Image-to-Image Translation with Central Biasing Normalization Xiaoming Yu Zhenqiang Ying Thomas Li Shan Liu Ge Li DiffM 81 15 0 26 Jun 2018
An Unsupervised Learning Classifier with Competitive Error Performance D. Nissani SSL 27 1 0 25 Jun 2018
xGEMs: Generating Examplars to Explain Black-Box Models Shalmali Joshi Oluwasanmi Koyejo Been Kim Joydeep Ghosh MLAU 70 40 0 22 Jun 2018
Learning Instance Segmentation by Interaction Deepak Pathak Yide Shentu Dian Chen Pulkit Agrawal Trevor Darrell Sergey Levine Jitendra Malik 67 45 0 21 Jun 2018
FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs Tom Kelly Paul Guerrero A. Steed Peter Wonka Niloy J. Mitra 67 39 0 19 Jun 2018
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models Shengjia Zhao Jiaming Song Stefano Ermon DRL GAN 78 20 0 18 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts Simon Jenni Paolo Favaro SSL 205 128 0 13 Jun 2018
JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets Yunchen Pu Shuyang Dai Zhe Gan Weiyao Wang Guoyin Wang Yizhe Zhang Ricardo Henao Lawrence Carin GAN OOD 86 41 0 08 Jun 2018
A Spectral Approach to Gradient Estimation for Implicit Distributions Jiaxin Shi Shengyang Sun Jun Zhu 85 92 0 07 Jun 2018
Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference Louis C. Tiao Edwin V. Bonilla F. Ramos BDL OOD 60 7 0 05 Jun 2018
On Latent Distributions Without Finite Mean in Generative Models Damian Lesniak Igor Sieradzki Igor T. Podolak 13 1 0 05 Jun 2018
Training Generative Reversible Networks R. Schirrmeister Patryk Chrabkaszcz Frank Hutter T. Ball BDL GAN 52 8 0 05 Jun 2018
Disconnected Manifold Learning for Generative Adversarial Networks Mahyar Khayatkhoei Ahmed Elgammal Maneesh Kumar Singh GAN 95 77 0 03 Jun 2018
A Classification approach towards Unsupervised Learning of Visual Representations Aditya Vora SSL 18 0 0 01 Jun 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 56 134 0 28 May 2018
Discriminator Feature-based Inference by Recycling the Discriminator of GANs Duhyeon Bang Seoungyoon Kang Hyunjung Shim GAN 52 6 0 28 May 2018
Generative Adversarial Image Synthesis with Decision Tree Latent Controller Takuhiro Kaneko Kaoru Hiramatsu K. Kashino 76 25 0 27 May 2018
Implicit Autoencoders Alireza Makhzani GAN DRL 51 19 0 24 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 92 243 0 24 May 2018
Primal-Dual Wasserstein GAN Mevlana Gemici Zeynep Akata Max Welling 82 13 0 24 May 2018
Cross Domain Image Generation through Latent Space Exploration with Adversarial Loss Yingjing Lu GAN 20 3 0 24 May 2018
Invariant Representations from Adversarially Censored Autoencoders Ye Wang T. Koike-Akino Deniz Erdogmus CML 64 21 0 21 May 2018
Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference Ruying Bao Sihang Liang Qingcan Wang GAN AAML 71 13 0 21 May 2018
BourGAN: Generative Networks with Metric Embeddings Chang Xiao Peilin Zhong Changxi Zheng GAN 90 69 0 19 May 2018