Projects in Awesome Lists tagged with lottery-ticket-hypothesis

https://github.com/vita-group/bert-tickets

[NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin

bert lottery-ticket-hypothesis lottery-tickets pre-training universal-embeddings

Last synced: 19 Apr 2025

https://github.com/vita-group/ultra-data-efficient-gan-training

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

augmentation data-efficient data-efficient-gan-training gan generative-adversarial-network lottery-ticket-hypothesis

Last synced: 19 Apr 2025

https://github.com/vita-group/cv_lth_pre-training

[CVPR 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

imagenet-pr lottery-ticket-hypothesis moco pre-training simclr simclrv2 transfer transfer-learning

Last synced: 19 Apr 2025

https://github.com/VITA-Group/CV_LTH_Pre-training

[CVPR 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

imagenet-pr lottery-ticket-hypothesis moco pre-training simclr simclrv2 transfer transfer-learning

Last synced: 08 May 2025

https://github.com/vita-group/unified-lth-gnn

[ICML 2021] "A Unified Lottery Tickets Hypothesis for Graph Neural Networks", Tianlong Chen*, Yongduo Sui*, Xuxi Chen, Aston Zhang, Zhangyang Wang

co-design co-optimization graph-neural-networks graph-sparsification lottery-ticket-hypothesis pruning

Last synced: 19 Apr 2025

https://github.com/vita-group/sparsity-win-robust-generalization

[ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun Wang*, Santosh Balachandra*, Haoyu Ma*, Zehao Wang, Zhangyang Wang

dynamic-sparse-training generalization lottery-ticket-hypothesis pruning robust-generalization robust-overfitting sparsity

Last synced: 19 Apr 2025

https://github.com/vita-group/structure-lth

[ICML 2022] "Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets" by Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang.

channel-wise-sparsity group-wise-sparsity lottery-ticket-hypothesis structural-sparsity structural-winning-tickets

Last synced: 19 Apr 2025

https://github.com/vita-group/audio-lottery

[ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Zhangyang Wang

conformer ctc lottery-ticket-hypothesis neural-network-compression pytorch speech-recognition

Last synced: 19 Apr 2025

https://github.com/vita-group/backdoor-lth

[CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu Chang, Sijia Liu, and Zhangyang Wang

backdoor-attacks linear-mode-connectivity lottery-ticket-hypothesis reverse-engineering sparsity trojan

Last synced: 19 Apr 2025

https://github.com/vita-group/gan-lth

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

gan generative-adversarial-network lottery-ticket-hypothesis pruning transfer

Last synced: 19 Apr 2025

https://github.com/vita-group/lifelong-learning-lth

[ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

continue-learning lifelong-learning lottery-ticket-hypothesis lth winning-tickets

Last synced: 19 Apr 2025

https://github.com/VITA-Group/Lifelong-Learning-LTH

[ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

continue-learning lifelong-learning lottery-ticket-hypothesis lth winning-tickets

Last synced: 08 May 2025

https://github.com/vita-group/lth-pass

[TMLR] "Can You Win Everything with Lottery Ticket?" by Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang

adversarial-robustness explanability flatness generalization interpretability loss-landscape lottery-ticket-hypothesis out-of-distribution-detection pac-bayes robustness uncertainty winning-tickets

Last synced: 19 Apr 2025

https://github.com/vita-group/no-stealing-lth

[NeurIPS'21] "You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership" by Xuxi Chen*, Tianlong Chen*, Zhenyu Zhang, Zhangyang Wang

intellectual-property lottery-ticket-hypothesis qrcode watermark winning-tickets

Last synced: 19 Apr 2025

https://github.com/vita-group/double-win-lth

[ICML 2022] "Data-Efficient Double-Win Lottery Tickets from Robust Pre-training" by Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang

adversarial-robustness data-efficient generalization lottery-ticket-hypothesis pretraining robust-pretraining sparsity transfer-learning