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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
Online Deep Clustering with Video Track Consistency Alessandra Alfani Federico Becattini Lorenzo Seidenari A. Bimbo 40 0 0 07 Jun 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 75 37 0 06 Jun 2022
Diffusion-GAN: Training GANs with Diffusion Zhendong Wang Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 85 235 0 05 Jun 2022
Out-of-Distribution Detection using BiGAN and MDL M. Abolfazli Mohammad Zaeri Arimani A. Høst-Madsen Igor Molybog A. Bratincsák OODD 60 1 0 03 Jun 2022
Integrating Prior Knowledge in Contrastive Learning with Kernel Benoit Dufumier C. Barbano Robin Louiset Edouard Duchesnay Pietro Gori SSL 71 8 0 03 Jun 2022
SolarGAN: Synthetic Annual Solar Irradiance Time Series on Urban Building Facades via Deep Generative Networks Yufei Zhang A. Schlüter C. Waibel AI4CE 51 23 0 01 Jun 2022
Cascaded Video Generation for Videos In-the-Wild Lluis Castrejon Nicolas Ballas Aaron Courville VGen 67 0 0 01 Jun 2022
Improving VAE-based Representation Learning Mingtian Zhang Tim Z. Xiao Brooks Paige David Barber SSL DRL 78 10 0 28 May 2022
Prompt-based Learning for Unpaired Image Captioning Peipei Zhu Tianlin Li Lin Zhu Zhenglong Sun Weishi Zheng Yaowei Wang Chen Chen VLM 97 33 0 26 May 2022
Structure Unbiased Adversarial Model for Medical Image Segmentation Tianyang Zhang Shaoming Zheng Jun Cheng Xi Jia Joseph Bartlett Xinxing Cheng Huazhu Fu Zhaowen Qiu Jiang-Dong Liu Jinming Duan GAN MedIm 57 0 0 25 May 2022
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization Javier Del Ser Alejandro Barredo Arrieta Natalia Díaz Rodríguez Francisco Herrera Andreas Holzinger AAML 70 4 0 20 May 2022
A Unified f-divergence Framework Generalizing VAE and GAN Jaime Roquero Gimenez James Zou 38 2 0 11 May 2022
GAN-Based Multi-View Video Coding with Spatio-Temporal EPI Reconstruction Chengdong Lan Hao Yan Cheng Luo Tiesong Zhao 54 1 0 07 May 2022
Generative Evolutionary Strategy For Black-Box Optimizations C. Park 38 0 0 06 May 2022
Concept Activation Vectors for Generating User-Defined 3D Shapes Stefan Druc Aditya Balu Peter Wooldridge A. Krishnamurthy Soumik Sarkar 3DPC LLMSV 21 2 0 29 Apr 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 86 45 0 28 Apr 2022
Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets Masanori Hirano Hiroki Sakaji Kiyoshi Izumi GAN 61 6 0 28 Apr 2022
Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs Bowen Tian Qinliang Su Jian Yin 65 18 0 28 Apr 2022
Diagnosing and Fixing Manifold Overfitting in Deep Generative Models Gabriel Loaiza-Ganem Brendan Leigh Ross Jesse C. Cresswell Anthony L. Caterini GAN DRL 104 31 0 14 Apr 2022
TransductGAN: a Transductive Adversarial Model for Novelty Detection Najiba Toron J. Mourão-Miranda John Shawe-Taylor 37 1 0 29 Mar 2022
From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial Networks R. She Pingyi Fan GAN 23 5 0 25 Mar 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation Yanwu Xu Shaoan Xie Wenhao Wu Kun Zhang Biwei Huang Kayhan Batmanghelich 75 25 0 23 Mar 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 110 35 0 22 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 100 8 0 21 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 108 89 0 16 Mar 2022
MIMO-GAN: Generative MIMO Channel Modeling Tribhuvanesh Orekondy Arash Behboodi Joseph B. Soriaga GAN 53 20 0 16 Mar 2022
GATSBI: Generative Adversarial Training for Simulation-Based Inference Poornima Ramesh Jan-Matthis Lueckmann Jan Boelts Álvaro Tejero-Cantero David S. Greenberg P. J. Gonçalves Jakob H. Macke GAN 81 37 0 12 Mar 2022
MetAug: Contrastive Learning via Meta Feature Augmentation Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Hui Xiong 94 24 0 10 Mar 2022
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers Dominik Zietlow Michael Lohaus Guha Balakrishnan Matthäus Kleindessner Francesco Locatello Bernhard Schölkopf Chris Russell FaML 92 75 0 09 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 112 38 0 09 Mar 2022
Machine Learning in NextG Networks via Generative Adversarial Networks E. Ayanoglu Kemal Davaslioglu Y. Sagduyu GAN 65 34 0 09 Mar 2022
An Efficient Subpopulation-based Membership Inference Attack Shahbaz Rezaei Xin Liu MIACV 49 6 0 04 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 83 85 0 28 Feb 2022
A study of deep perceptual metrics for image quality assessment Rémi Kazmierczak Gianni Franchi Nacim Belkhir Antoine Manzanera David Filliat 14 3 0 17 Feb 2022
Survey on Self-supervised Representation Learning Using Image Transformations Muhammad Ali S. Hashim ViT 27 1 0 17 Feb 2022
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features Foivos Ntelemis Yaochu Jin S. Thomas OOD 72 4 0 14 Feb 2022
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection Wen Xu Ju-Seong Jang Tong Liu Fariza Sabrina GAN 44 3 0 02 Feb 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 62 3 0 18 Jan 2022
Multi-level Second-order Few-shot Learning Hongguang Zhang Hongdong Li Piotr Koniusz 98 35 0 15 Jan 2022
Enhancing Low-Light Images in Real World via Cross-Image Disentanglement Lanqing Guo Renjie Wan Wenhan Yang Alex C. Kot Bihan Wen 72 6 0 10 Jan 2022
GenLabel: Mixup Relabeling using Generative Models Jy-yong Sohn Liang Shang Hongxu Chen Jaekyun Moon Dimitris Papailiopoulos Kangwook Lee VLM 93 15 0 07 Jan 2022
on the effectiveness of generative adversarial network on anomaly detection Laya Rafiee T. Fevens 50 5 0 31 Dec 2021
Contrastive Fine-grained Class Clustering via Generative Adversarial Networks Yunji Kim Jung-Woo Ha GAN 105 13 0 30 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
Multimodal Adversarially Learned Inference with Factorized Discriminators Wenxue Chen Jianke Zhu 78 3 0 20 Dec 2021
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANs GM Harshvardhan Aanchal Sahu Mahendra Kumar Gourisaria 32 0 0 13 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 101 67 0 09 Dec 2021
InvGAN: Invertible GANs Partha Ghosh Dominik Zietlow Michael J. Black Larry S. Davis Xiaochen Hu DiffM 78 7 0 08 Dec 2021
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 206 86 0 06 Dec 2021
Semi-Supervised Surface Anomaly Detection of Composite Wind Turbine Blades From Drone Imagery Jack W. Barker Neelanjan Bhowmik T. Breckon 53 5 0 01 Dec 2021