GANs Can Play Lottery Tickets Too

31 May 2021

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Papers citing "GANs Can Play Lottery Tickets Too"

37 / 37 papers shown

Title
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks Xinfeng Li Guibin Zhang Haoran Yang Dawei Cheng 128 0 0 10 Dec 2024
Chasing Better Deep Image Priors between Over- and Under-parameterization Qiming Wu Xiaohan Chen Yi Ding Zhangyang Wang 107 1 0 31 Oct 2024
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation Sangyeop Yeo Yoojin Jang Jaejun Yoo 110 2 0 19 May 2024
Generative adversarial learning with optimal input dimension and its adaptive generator architecture Zhiyao Tan Ling Zhou Huazhen Lin GAN 76 1 0 06 May 2024
A Survey of Lottery Ticket Hypothesis Bohan Liu Zijie Zhang Peixiong He Zhensen Wang Yang Xiao Ruimeng Ye Yang Zhou Wei-Shinn Ku Bo Hui UQCV 93 15 0 07 Mar 2024
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation Shuyao Wang Yongduo Sui Jiancan Wu Zhi Zheng Hui Xiong 60 16 0 05 Feb 2024
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model Chao Jiang Bo Hui Bohan Liu Da Yan DiffM 78 14 0 28 Oct 2023
Rethinking Graph Lottery Tickets: Graph Sparsity Matters Bo Hui Jocelyn M Mora Adrian Dalca I. Aganj 110 24 0 03 May 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 96 9 0 28 Feb 2023
Discriminator-Cooperated Feature Map Distillation for GAN Compression Tie Hu Mingbao Lin Lizhou You Yong Li Rongrong Ji 79 9 0 29 Dec 2022
Exploring Content Relationships for Distilling Efficient GANs Lizhou You Mingbao Lin Tie Hu Yong Li Rongrong Ji 75 4 0 21 Dec 2022
Can We Find Strong Lottery Tickets in Generative Models? Sangyeop Yeo Yoojin Jang Jy-yong Sohn Dongyoon Han Jaejun Yoo 52 7 0 16 Dec 2022
Advancing Model Pruning via Bi-level Optimization Yihua Zhang Yuguang Yao Parikshit Ram Pu Zhao Tianlong Chen Min-Fong Hong Yanzhi Wang Sijia Liu 173 68 0 08 Oct 2022
Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost Lu Yin Shiwei Liu Fang Meng Tianjin Huang Vlado Menkovski Mykola Pechenizkiy 64 13 0 23 Aug 2022
Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks Chuang Liu Xueqi Ma Yinbing Zhan Liang Ding Dapeng Tao Di Lin Wenbin Hu Danilo Mandic 100 33 0 18 Jul 2022
Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs Bo-Kyeong Kim Shinkook Choi Hancheol Park 94 6 0 29 Jun 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training Tianlong Chen Zhenyu Zhang Sijia Liu Yang Zhang Shiyu Chang Zhangyang Wang AAML 79 8 0 09 Jun 2022
Real-Time Portrait Stylization on the Edge Yanyu Li Xuan Shen Geng Yuan Jiexiong Guan Wei Niu Hao Tang Bin Ren Yanzhi Wang 79 0 0 02 Jun 2022
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 118 7 0 31 May 2022
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free Tianlong Chen Zhenyu Zhang Yihua Zhang Shiyu Chang Sijia Liu Zhangyang Wang AAML 80 25 0 24 May 2022
Playing Lottery Tickets in Style Transfer Models Meihao Kong Jing Huo Wenbin Li Jing Wu Yu-kun Lai Yang Gao 68 1 0 25 Mar 2022
Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance Shiwei Liu Yuesong Tian Tianlong Chen Li Shen 103 11 0 05 Mar 2022
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training Tianlong Chen Zhenyu Zhang Pengju Wang Santosh Balachandra Haoyu Ma Zehao Wang Zhangyang Wang OOD AAML 153 50 0 20 Feb 2022
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets Tianlong Chen Xuxi Chen Xiaolong Ma Yanzhi Wang Zhangyang Wang 87 34 0 09 Feb 2022
DGL-GAN: Discriminator Guided Learning for GAN Compression Yuesong Tian Li Shen Xiang Tian Dacheng Tao Zhifeng Li Wei Liu Yao-wu Chen 126 0 0 13 Dec 2021
You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership Xuxi Chen Tianlong Chen Zhenyu Zhang Zhangyang Wang WIGM 77 23 0 30 Oct 2021
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? Xiaolong Ma Geng Yuan Xuan Shen Tianlong Chen Xuxi Chen ... Ning Liu Minghai Qin Sijia Liu Zhangyang Wang Yanzhi Wang 159 65 0 01 Jul 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration Tianlong Chen Yu Cheng Zhe Gan Lu Yuan Lei Zhang Zhangyang Wang ViT 70 224 0 08 Jun 2021
Efficient Lottery Ticket Finding: Less Data is More Zhenyu Zhang Xuxi Chen Tianlong Chen Zhangyang Wang 116 54 0 06 Jun 2021
Playing Lottery Tickets with Vision and Language Zhe Gan Yen-Chun Chen Linjie Li Tianlong Chen Yu Cheng Shuohang Wang Jingjing Liu Lijuan Wang Zicheng Liu VLM 154 56 0 23 Apr 2021
Coarse-to-Fine Searching for Efficient Generative Adversarial Networks Jiahao Wang Han Shu Weihao Xia Yujiu Yang Yunhe Wang GAN 75 5 0 19 Apr 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 82 56 0 05 Mar 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective Tianlong Chen Yu Cheng Zhe Gan Jingjing Liu Zhangyang Wang 82 52 0 28 Feb 2021
Spending Your Winning Lottery Better After Drawing It Ajay Jaiswal Haoyu Ma Tianlong Chen Ying Ding Zhangyang Wang 66 6 0 08 Jan 2021
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zhangyang Wang 99 123 0 12 Dec 2020
Learning Efficient GANs for Image Translation via Differentiable Masks and co-Attention Distillation Shaojie Li Mingbao Lin Yan Wang Yong Li Ling Shao Rongrong Ji 90 33 0 17 Nov 2020
Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient Ankit Pensia Shashank Rajput Alliot Nagle Harit Vishwakarma Dimitris Papailiopoulos 74 104 0 14 Jun 2020