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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
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 307 240 0 25 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 109 131 0 24 Sep 2019
Multi-mapping Image-to-Image Translation via Learning Disentanglement Xiaoming Yu Yuanqi Chen Thomas H. Li Shan Liu Ge Li DRL 106 106 0 17 Sep 2019
Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation ZENGMING SHEN Yifan Chen S. Kevin Zhou Bogdan Georgescu Xuqi Liu Thomas S. Huang SSL MedIm 49 1 0 09 Sep 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 41 0 0 30 Aug 2019
Implicit Deep Latent Variable Models for Text Generation Le Fang Chunyuan Li Jianfeng Gao Wen Dong Changyou Chen DRL 77 64 0 30 Aug 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding Mohammad Sabokrou Mohammad Khalooei Ehsan Adeli SSL 128 35 0 27 Aug 2019
Towards Unsupervised Image Captioning with Shared Multimodal Embeddings Iro Laina Christian Rupprecht Nassir Navab SSL 76 103 0 25 Aug 2019
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon VGen 71 40 0 21 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 98 212 0 16 Aug 2019
Dual Adversarial Inference for Text-to-Image Synthesis Qicheng Lao Mohammad Havaei Ahmad Pesaranghader Francis Dutil Lisa Di-Jorio T. Fevens GAN 59 39 0 14 Aug 2019
Local Unsupervised Learning for Image Analysis Leopold Grinberg J. Hopfield Dmitry Krotov SSL 67 18 0 14 Aug 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 74 11 0 11 Aug 2019
Semi-Supervised Self-Growing Generative Adversarial Networks for Image Recognition Haoqian Wang Zhiwei Xu Jun Xu Wangpeng An Lei Zhang Qionghai Dai GAN 47 8 0 11 Aug 2019
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning Dong Liu Minh Thành Vu Saikat Chatterjee L. Rasmussen 34 2 0 31 Jul 2019
Variational f-divergence Minimization Mingtian Zhang Thomas Bird Raza Habib Tianlin Xu David Barber FedML 58 28 0 27 Jul 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 129 1,127 0 25 Jul 2019
Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems Shalmali Joshi Oluwasanmi Koyejo Warut D. Vijitbenjaronk Been Kim Joydeep Ghosh FaML 80 188 0 22 Jul 2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data Zheng Gao Lin Guo Chi Ma Xiao Ma Kai Sun Hang Xiang Xiaoqiang Zhu Hongsong Li Xiaozhong Liu 26 5 0 12 Jul 2019
Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching Ziliang Chen Zhanfu Yang Xiaoxi Wang Xiaodan Liang Xiaopeng Yan Guanbin Li Liang Lin 44 6 0 08 Jul 2019
Affine Disentangled GAN for Interpretable and Robust AV Perception Letao Liu Martin Saerbeck Justin Dauwels 35 1 0 06 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 141 545 0 04 Jul 2019
Semi-supervised Image Attribute Editing using Generative Adversarial Networks Y. Dogan H. Keles GAN 54 21 0 03 Jul 2019
VELC: A New Variational AutoEncoder Based Model for Time Series Anomaly Detection C. Zhang S. Li Hongye Zhang Yingyang Chen 35 36 0 03 Jul 2019
Generative Models for Automatic Chemical Design Daniel Schwalbe-Koda Rafael Gómez-Bombarelli MedIm AI4CE 87 81 0 02 Jul 2019
Adversarial Pixel-Level Generation of Semantic Images Emanuele Ghelfi P. Galeone M. D. Simoni Federico Di Mattia GAN 21 4 0 27 Jun 2019
A Survey on GANs for Anomaly Detection Federico Di Mattia P. Galeone M. D. Simoni Emanuele Ghelfi 101 129 0 27 Jun 2019
Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning Phi Vu Tran SSL 53 16 0 25 Jun 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 92 35 0 19 Jun 2019
Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations Guo-Jun Qi Liheng Zhang Tianlin Li OOD 79 39 0 19 Jun 2019
Inspirational Adversarial Image Generation Baptiste Rozière M. Rivière O. Teytaud Jérémy Rapin Yann LeCun Camille Couprie 63 24 0 17 Jun 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 201 2,413 0 13 Jun 2019
Generative Adversarial Networks are Special Cases of Artificial Curiosity (1990) and also Closely Related to Predictability Minimization (1991) J. Schmidhuber GAN DRL 110 57 0 11 Jun 2019
The Implicit Metropolis-Hastings Algorithm Kirill Neklyudov Evgenii Egorov Dmitry Vetrov 47 5 0 09 Jun 2019
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification Chengyuan Zhang Lei Zhu Shichao Zhang GAN 65 31 0 05 Jun 2019
DualDis: Dual-Branch Disentangling with Adversarial Learning Thomas Robert Nicolas Thome Matthieu Cord CoGe DRL 68 4 0 03 Jun 2019
Coupled VAE: Improved Accuracy and Robustness of a Variational Autoencoder Shichen Cao Jingjing Li Kenric P. Nelson Mark A. Kon BDL DRL 59 16 0 03 Jun 2019
Batch weight for domain adaptation with mass shift Mikolaj Binkowski R. Devon Hjelm Aaron Courville GAN OOD 49 11 0 29 May 2019
Semi-Implicit Generative Model Mingzhang Yin Mingyuan Zhou VLM GAN 61 3 0 29 May 2019
Image-to-Image Translation with Multi-Path Consistency Regularization Jianxin Lin Yingce Xia Yijun Wang Tao Qin Zhibo Chen 86 18 0 29 May 2019
Local Label Propagation for Large-Scale Semi-Supervised Learning Chengxu Zhuang Xuehao Ding Divyanshu Murli Daniel L. K. Yamins SSL 51 11 0 28 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 102 58 0 27 May 2019
A Plug-in Method for Representation Factorization in Connectionist Models Jee Seok Yoon Wonjun Ko Heung-Il Suk 50 1 0 27 May 2019
Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training Amanda Berg Jörgen Ahlberg Michael Felsberg 54 28 0 27 May 2019
Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators Alexander Tong Guy Wolf Smita Krishnaswamy 45 4 0 26 May 2019
Generative Imaging and Image Processing via Generative Encoder Lin Chen Haizhao Yang GAN 24 1 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 187 1,436 0 22 May 2019
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling Hao Zhang Bo Chen Long Tian Zhengjue Wang Mingyuan Zhou DRL 67 7 0 18 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 45 0 0 16 May 2019