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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
Neural Topic Modeling with Bidirectional Adversarial Training Rui Wang Xuemeng Hu Deyu Zhou Yulan He Yuxuan Xiong Chencheng Ye Haiyang Xu AAML OOD BDL 122 90 0 26 Apr 2020
Extending and Analyzing Self-Supervised Learning Across Domains Bram Wallace B. Hariharan SSL 43 43 0 24 Apr 2020
Decomposed Adversarial Learned Inference Alexander Hanbo Li Yaqing Wang Changyou Chen Jing Gao DRL 45 4 0 21 Apr 2020
Divergent Search for Few-Shot Image Classification Jeremy Tan Bernhard Kainz 40 0 0 16 Apr 2020
Extending Unsupervised Neural Image Compression With Supervised Multitask Learning David Tellez D. Höppener Cornelis Verhoef D. Grünhagen Pieter M H Nierop M. Drozdzal Jeroen van der Laak F. Ciompi MedIm 65 31 0 15 Apr 2020
Learning a low dimensional manifold of real cancer tissue with PathologyGAN A. Quiros R. Murray-Smith Ke-Fei Yuan GAN MedIm 46 9 0 13 Apr 2020
Decoupling Global and Local Representations via Invertible Generative Flows Xuezhe Ma X. Kong Shanghang Zhang Eduard H. Hovy DRL 80 3 0 12 Apr 2020
Gradients as Features for Deep Representation Learning Fangzhou Mu Yingyu Liang Yin Li OOD 65 38 0 12 Apr 2020
Adversarial Latent Autoencoders Stanislav Pidhorskyi Donald Adjeroh Gianfranco Doretto GAN DRL 97 261 0 09 Apr 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 51 20 0 07 Apr 2020
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation Ke Li Shichong Peng Tianhao Zhang Jitendra Malik GAN 52 23 0 07 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics Simon Jenni Hailin Jin Paolo Favaro SSL 65 45 0 05 Apr 2020
Self-Supervised Viewpoint Learning From Image Collections Siva Karthik Mustikovela Varun Jampani Shalini De Mello Sifei Liu Umar Iqbal Carsten Rother Jan Kautz SSL 102 39 0 03 Apr 2020
Adversarial Learning for Personalized Tag Recommendation Erik Quintanilla Yogesh S Rawat Andrey Sakryukin M. Shah Mohan Kankanhalli VLM 30 21 0 01 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 115 643 0 31 Mar 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 120 365 0 30 Mar 2020
Laplacian Denoising Autoencoder Jianbo Jiao Linchao Bao Yunchao Wei Shengfeng He Humphrey Shi Rynson W. H. Lau Thomas S. Huang SSL 49 2 0 30 Mar 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 64 14 0 28 Mar 2020
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation Shawn Mathew Saad Nadeem Sruti Kumari Arie Kaufman 91 50 0 27 Mar 2020
MIM-Based GAN: Information Metric to Amplify Small Probability Events Importance in Generative Adversarial Networks R. She Pingyi Fan GAN 25 0 0 25 Mar 2020
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation Sharon Fogel Hadar Averbuch-Elor S. Cohen Shai Mazor R. Litman GAN 162 115 0 23 Mar 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 77 11 0 23 Mar 2020
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning Zhiqiang Shen Zechun Liu Zhuang Liu Marios Savvides Trevor Darrell Eric P. Xing OCL SSL 89 103 0 11 Mar 2020
Self-supervised Point Set Local Descriptors for Point Cloud Registration Yijun Yuan Jiawei Hou A. Nüchter Sören Schwertfeger 3DPC 74 26 0 11 Mar 2020
Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data Kazi Nazmul Haque R. Rana John H. L. Hansen Björn Schuller GAN 67 3 0 05 Mar 2020
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions Ricard Durall Margret Keuper J. Keuper 91 338 0 03 Mar 2020
Weakly supervised discriminative feature learning with state information for person identification Hong-Xing Yu Wei-Shi Zheng 37 16 0 27 Feb 2020
Representation Learning Through Latent Canonicalizations Or Litany Ari S. Morcos Srinath Sridhar Leonidas Guibas Judy Hoffman SSL OOD DRL 29 2 0 26 Feb 2020
Bidirectional Generative Modeling Using Adversarial Gradient Estimation Xinwei Shen Tong Zhang Kani Chen GAN 46 9 0 21 Feb 2020
Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning Devansh Arpit Huan Wang Caiming Xiong R. Socher Yoshua Bengio SSL 44 2 0 20 Feb 2020
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples Samarth Sinha Zhengli Zhao Anirudh Goyal Colin Raffel Augustus Odena 85 7 0 14 Feb 2020
Memory Augmented Generative Adversarial Networks for Anomaly Detection Ziyi Yang Teng Zhang I. S. Bozchalooi Eric F. Darve GAN 36 26 0 07 Feb 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 90 41 0 03 Feb 2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN Milad Mozafari Leila Reddy R. V. Rullen AI4CE 71 71 0 31 Jan 2020
Unsupervised Anomaly Detection for X-Ray Images Diana Davletshina Valentyn Melnychuk Viet Tran Hitansh Singla M. Berrendorf Evgeniy Faerman Michael Fromm Matthias Schubert 54 29 0 29 Jan 2020
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Shengzhou Zhong Shi-Yi Zhou GAN 32 2 0 22 Jan 2020
Optimized Generic Feature Learning for Few-shot Classification across Domains Tonmoy Saikia Thomas Brox Cordelia Schmid VLM 77 49 0 22 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 109 843 0 20 Jan 2020
Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection Ziyi Yang I. S. Bozchalooi Eric F. Darve GAN 50 11 0 18 Jan 2020
Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning Hongguang Zhang Piotr Koniusz Songlei Jian Hongdong Li Philip Torr SSL 103 60 0 12 Jan 2020
AE-OT-GAN: Training GANs from data specific latent distribution Dongsheng An Yang Guo Min Zhang Xin Qi Na Lei S. Yau X. Gu DRL GAN 89 24 0 11 Jan 2020
Can Giraffes Become Birds? An Evaluation of Image-to-image Translation for Data Generation Daniel V. Ruiz Gabriel Salomon E. Todt 57 7 0 10 Jan 2020
MW-GAN: Multi-Warping GAN for Caricature Generation with Multi-Style Geometric Exaggeration Haodi Hou Jing Huo Jing Wu Yu-kun Lai Yang Gao GAN 25 8 0 07 Jan 2020
Generating Semantic Adversarial Examples via Feature Manipulation Shuo Wang Surya Nepal Carsten Rudolph M. Grobler Shangyu Chen Tianle Chen AAML 81 12 0 06 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 96 82 0 02 Jan 2020
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs Jie Wu Ying Peng Chenghao Zheng Zongbo Hao Jian Zhang GAN 55 5 0 30 Dec 2019
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection Pierrick Chatillon C. Ballester AAML 82 6 0 26 Dec 2019
Improving Visual Recognition using Ambient Sound for Supervision Rohan Mahadev Hongyu Lu 19 1 0 25 Dec 2019
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 123 5 0 21 Dec 2019
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang Ping Yu Yang Zhao Ruiyi Zhang Yufan Zhou Junsong Yuan Changyou Chen 70 56 0 21 Dec 2019