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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
The Entoptic Field Camera as Metaphor-Driven Research-through-Design with AI Technologies J. Benjamin Heidi R. Biggs Arne Berger Julija Rukanskait.e Michael Heidt Nick Merrill James Pierce Joseph Lindley 88 20 0 23 Jan 2023
Audio2Gestures: Generating Diverse Gestures from Audio Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Linchao Bao Zhenyu He DiffM SLR 84 8 0 17 Jan 2023
Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification Y. Song S. K. Shyn Kwang-su Kim VLM 54 5 0 16 Jan 2023
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs Yinghao Xu Yujun Shen Jiapeng Zhu Ceyuan Yang Bolei Zhou 74 2 0 12 Jan 2023
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection Usman Muhammad Jorma T. Laaksonen D. Beddiar Mourad Oussalah AAML CVBM 72 9 0 05 Jan 2023
Learning Representations for Masked Facial Recovery Zaigham A. Randhawa Shivang Patel Donald Adjeroh Gianfranco Doretto CVBM 61 0 0 28 Dec 2022
Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher Kei-Sing Ng Qingchen Wang VLM 66 1 0 27 Dec 2022
Face Generation and Editing with StyleGAN: A Survey Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 81 43 0 18 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 63 9 0 07 Dec 2022
Cyclically Disentangled Feature Translation for Face Anti-spoofing Haixiao Yue Keyao Wang Guosheng Zhang Haocheng Feng Junyu Han Errui Ding Jingdong Wang CVBM 67 21 0 07 Dec 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun Alex Schwing GAN 53 17 0 27 Nov 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis Shichong Peng Alireza Moazeni Ke Li DiffM 87 2 0 25 Nov 2022
Detecting Anomalies using Generative Adversarial Networks on Images Rushikesh Zawar Krupa Bhayani Neelanjan Bhowmik K. Tiwari Dhiraj Sangwan GAN 53 2 0 24 Nov 2022
CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds Jesse C. Cresswell Brendan Leigh Ross Gabriel Loaiza-Ganem H. Reyes-González Marco Letizia Anthony L. Caterini 80 37 0 23 Nov 2022
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion Dario Pavllo D. Tan Marie-Julie Rakotosaona F. Tombari 3DH 83 31 0 21 Nov 2022
Real-World Image Super Resolution via Unsupervised Bi-directional Cycle Domain Transfer Learning based Generative Adversarial Network Xiang Wang Yimin Yang Zhichang Guo Zhili Zhou Yu Liu Qixiang Pang Shan Du SupR 46 1 0 19 Nov 2022
Semantic Encoder Guided Generative Adversarial Face Ultra-Resolution Network Xiang Wang Yimin Yang Q. Pang Xiao Lu Yu Liu Shan Du GAN SupR CVBM 30 0 0 18 Nov 2022
CNeRV: Content-adaptive Neural Representation for Visual Data Hao Chen M. Gwilliam Bo He Ser-Nam Lim Abhinav Shrivastava 67 30 1 18 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 83 170 0 16 Nov 2022
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 97 0 0 11 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 98 0 0 06 Nov 2022
Disentangling Content and Motion for Text-Based Neural Video Manipulation Levent Karacan Tolga Kerimouglu .Ismail .Inan Tolga Birdal Erkut Erdem Aykut Erdem 88 1 0 05 Nov 2022
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation Margherita Rosnati Fabio De Sousa Ribeiro M. Monteiro Daniel Coelho De Castro Ben Glocker GAN MedIm 45 2 0 03 Nov 2022
Unsupervised Learning of Structured Representations via Closed-Loop Transcription Shengbang Tong Xili Dai Yubei Chen Mingyang Li Zengyi Li Brent Yi Yann LeCun Yi Ma SSL DRL 96 7 0 30 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 46 9 0 18 Oct 2022
Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning Xingping Dong Jianbing Shen Ling Shao 64 9 0 27 Sep 2022
Optimization of Annealed Importance Sampling Hyperparameters Shirin Goshtasbpour Fernando Perez-Cruz 58 1 0 27 Sep 2022
Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images Qing Li Guoping Qiu 75 2 0 26 Sep 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving Xiwen Liang Yangxin Wu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang 106 37 0 19 Sep 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Farid Razzak Ji-Rong Wen Hui Xiong 105 7 0 16 Sep 2022
Gromov-Wasserstein Autoencoders Nao Nakagawa Ren Togo Takahiro Ogawa Miki Haseyama GAN DRL 91 12 0 15 Sep 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning Peizhuo Lv Pan Li Shenchen Zhu Shengzhi Zhang Kai Chen ... Fan Xiang Yuling Cai Hualong Ma Yingjun Zhang Guozhu Meng AAML 86 7 0 08 Sep 2022
Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries Dongbin Na Sangwoo Ji Jong Kim AAML 64 17 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
Enhancement to Training of Bidirectional GAN : An Approach to Demystify Tax Fraud P. Mehta Sandeep Kumar Ravi Kumar C. Babu 24 7 0 16 Aug 2022
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics Renjie Xie Wei Xu Jiabao Yu A. Hu Derrick Wing Kwan Ng A. L. Swindlehurst 81 20 0 04 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 156 21 0 26 Jul 2022
A Deep Dive into Deep Cluster Ahmad Mustapha Wael Khreich Wasim Masr SSL VLM 28 2 0 24 Jul 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 89 1 0 21 Jul 2022
VoloGAN: Adversarial Domain Adaptation for Synthetic Depth Data Sascha Kirch Rafael Pagés Sergio Arnaldo S. Martín GAN 63 2 0 19 Jul 2022
Synergistic Self-supervised and Quantization Learning Yunhao Cao Peiqin Sun Yechang Huang Jianxin Wu Shuchang Zhou MQ 51 13 0 12 Jul 2022
TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data Vikram S Chundawat Ayush K Tarun Murari Mandal M. Lahoti Pratik Narang 131 30 0 12 Jul 2022
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz Svyatoslav Voloshynovskiy 58 16 0 11 Jul 2022
AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE Chang-Tien Lu Shen Zheng Zirui Wang O. Dib Gaurav Gupta 67 3 0 28 Jun 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 159 228 0 27 Jun 2022
Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems D'Jeff K. Nkashama Ariana Soltani Jean-Charles Verdier Marc Frappier Pierre-Marting Tardif F. Kabanza OOD AAML 68 6 0 25 Jun 2022
Using EBGAN for Anomaly Intrusion Detection Yinxue Cui Wenfeng Shen Jian Zhang Weijia Lu Chuang Liu Lingge Sun Sisi Chen 34 3 0 21 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning M. Gwilliam Abhinav Shrivastava SSL 138 21 1 16 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 53 1 0 15 Jun 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks Tuan Dinh Yuchen Zeng Ruisu Zhang Ziqian Lin Michael Gira Shashank Rajput Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee LMTD 171 140 0 14 Jun 2022