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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
An Improved Self-supervised GAN via Adversarial Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Ngai-Man Cheung SSL GAN 61 14 0 14 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 105 397 0 03 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 87 146 0 30 Apr 2019
Unsupervised Deep Learning by Neighbourhood Discovery Jiabo Huang Qi Dong S. Gong Xiatian Zhu SSL 109 155 0 25 Apr 2019
Analyzing the benefits of communication channels between deep learning models Philippe Lacaille 34 0 0 19 Apr 2019
Disentangled Representation Learning with Information Maximizing Autoencoder Kazi Nazmul Haque S. Latif R. Rana DRL 35 1 0 18 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Jianlong Wu Keyu Long Fei Wang Chao Qian Cheng Li Zhouchen Lin H. Zha 69 161 0 15 Apr 2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders Ari Heljakka Arno Solin Arno Solin DRL CVBM 81 15 0 12 Apr 2019
An Introduction to Person Re-identification with Generative Adversarial Networks Hamed Alqahtani Manolya Kavakli-Thorne Charles Z. Liu GAN 28 4 0 12 Apr 2019
Max-Sliced Wasserstein Distance and its use for GANs Ishani Deshpande Yuan-Ting Hu Ruoyu Sun A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Zhizhen Zhao David A. Forsyth Alex Schwing GAN 64 202 0 11 Apr 2019
Text Guided Person Image Synthesis Xingran Zhou Siyu Huang Bin Li Yingming Li Jiachen Li Zhongfei Zhang EGVM 75 49 0 10 Apr 2019
User-Controllable Multi-Texture Synthesis with Generative Adversarial Networks Aibek Alanov Max Kochurov Denis Volkhonskiy D. Yashkov Evgeny Burnaev Dmitry Vetrov GAN 36 10 0 09 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 104 581 0 06 Apr 2019
Revealing Scenes by Inverting Structure from Motion Reconstructions Francesco Pittaluga S. Koppal S. B. Kang Sudipta N. Sinha 3DPC 75 127 0 05 Apr 2019
UU-Nets Connecting Discriminator and Generator for Image to Image Translation Jionghao Wu GAN 28 1 0 04 Apr 2019
Efficient GAN-based method for cyber-intrusion detection Hongyu Chen Li Jiang 18 7 0 04 Apr 2019
A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series Wenqian Jiang Cheng Cheng Beitong Zhou Guijun Ma Ye Yuan AI4CE 89 130 0 01 Apr 2019
COCO-GAN: Generation by Parts via Conditional Coordinating Chieh Hubert Lin Chia-Che Chang Yu-Sheng Chen Da-Cheng Juan Wei Wei Hwann-Tzong Chen 99 136 0 30 Mar 2019
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN Alireza Koochali P. Schichtel Sheraz Ahmed Andreas Dengel AI4TS 74 73 0 29 Mar 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 105 448 0 29 Mar 2019
Wasserstein Dependency Measure for Representation Learning Sherjil Ozair Corey Lynch Yoshua Bengio Aaron van den Oord Sergey Levine P. Sermanet SSL DRL 146 119 0 28 Mar 2019
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods Guo-Jun Qi Jiebo Luo SSL 61 246 0 27 Mar 2019
Adversarially Learned Abnormal Trajectory Classifier Pankaj Raj Roy Guillaume-Alexandre Bilodeau GAN 124 10 0 26 Mar 2019
AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations Guo-Jun Qi Liheng Zhang Chang Wen Chen Qi Tian DRL 67 42 0 23 Mar 2019
Learning Disentangled Representations of Satellite Image Time Series E. Sanchez M. Serrurier M. Ortner DRL SSL 39 14 0 21 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 40 15 0 16 Mar 2019
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis Qi Mao Hsin-Ying Lee Hung-Yu Tseng Siwei Ma Ming-Hsuan Yang GAN 102 408 0 13 Mar 2019
Unsupervised Medical Image Translation Using Cycle-MedGAN Karim Armanious Chenming Jiang Sherif Abdulatif Thomas Kustner S. Gatidis Bin Yang MedIm 120 115 0 08 Mar 2019
Adversarial Out-domain Examples for Generative Models Dario Pasquini Marco Mingione M. Bernaschi WIGM SILM AAML 50 6 0 07 Mar 2019
O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks Jianlin Su GAN 52 19 0 05 Mar 2019
Deep Generative Design: Integration of Topology Optimization and Generative Models Sangeun Oh Yongsu Jung Seongsin Kim Ikjin Lee Namwoo Kang AI4CE 23 0 0 01 Mar 2019
A Multi-Domain Feature Learning Method for Visual Place Recognition Peng Yin Lingyun Xu Xueqian Li Chen Yin Yingli Li Rangaprasad Arun Srivatsan Lu Li Jianmin Ji Yuqing He 66 36 0 26 Feb 2019
Quantifying Perceptual Distortion of Adversarial Examples Matt Jordan N. Manoj Surbhi Goel A. Dimakis 68 39 0 21 Feb 2019
Domain Partitioning Network Botos Csaba A. Boukhayma Viveka Kulharia A. Horváth Philip Torr GAN 36 1 0 21 Feb 2019
Anomaly Detection with Adversarial Dual Autoencoders Ha Son Vu D. Ueta Kiyoshi Hashimoto Kazuki Maeno Sugiri Pranata S. Shen GAN 67 43 0 19 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 226 1,705 0 16 Feb 2019
Adversarially Approximated Autoencoder for Image Generation and Manipulation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 83 72 0 14 Feb 2019
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation Jianxin Lin Zhibo Chen Yingce Xia Sen Liu Tao Qin Jiebo Luo GAN 89 50 0 11 Feb 2019
Mode Collapse and Regularity of Optimal Transportation Maps Na Lei Yang Guo Dongsheng An Xin Qi Zhongxuan Luo S. Yau X. Gu OT 59 28 0 08 Feb 2019
Active Image Synthesis for Efficient Labeling Jialei Chen Yujia Xie Kan Wang Chuck Zhang M. Vannan Ben Wang Z. Qian MedIm 72 11 0 05 Feb 2019
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System Joseph Paul Cohen Paul Bertin Vincent Frappier OOD MedIm 83 68 0 31 Jan 2019
Progressive Augmentation of GANs Dan Zhang Anna Khoreva 64 27 0 29 Jan 2019
Lie Group Auto-Encoder Liyu Gong Qiang Cheng DRL AI4CE 11 3 0 28 Jan 2019
Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection S. Akçay Amir Atapour-Abarghouei T. Breckon UQCV 121 381 0 25 Jan 2019
Learning Disentangled Representations with Reference-Based Variational Autoencoders Adria Ruiz Oriol Martínez Xavier Binefa Jakob Verbeek OOD CoGe DRL 46 27 0 24 Jan 2019
Deep Generative Learning via Variational Gradient Flow Yuan Gao Yuling Jiao Yang Wang Yao Wang Can Yang Shunkang Zhang 118 38 0 24 Jan 2019
To Relieve Your Headache of Training an MRF, Take AdVIL Chongxuan Li Chao Du Kun Xu Max Welling Jun Zhu Bo Zhang 31 9 0 24 Jan 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data Liheng Zhang Guo-Jun Qi Liqiang Wang Jiebo Luo 64 204 0 14 Jan 2019
Understanding the (un)interpretability of natural image distributions using generative models Ryen Krusinga Sohil Shah Matthias Zwicker Tom Goldstein David Jacobs DiffM FAtt GAN 94 11 0 06 Jan 2019
Adaptive Density Estimation for Generative Models Thomas Lucas K. Shmelkov Alahari Karteek Cordelia Schmid Jakob Verbeek GAN DRL 93 32 0 04 Jan 2019