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lottery ticket hypothesis

103 papers

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Also known as

SLTH LTH

Co-occurring keywords

neural network pruning (265) model compression (3283) network pruning (183) model pruning (233) sparse training (77) transfer learning (5442) iterative magnitude pruning (11) neural network (6616) sparse neural network (45) sparse subnetwork (8)

Papers

Sparse Double Descent: Where Network Pruning Aggravates Overfitting ICML 2022
A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022
Winning the Lottery Ahead of Time: Efficient Early Network Pruning ICML 2022
Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022
Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
Discovering Language-neutral Sub-networks in Multilingual Language Models EMNLP 2022
Sparse Winning Tickets are Data-Efficient Image Recognizers NIPS 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022
Robust Binary Models by Pruning Randomly-initialized Networks NIPS 2022
Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022
Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NIPS 2021
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NIPS 2021
The Elastic Lottery Ticket Hypothesis NIPS 2021
Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? ICML 2021
The Lottery Ticket Hypothesis for Object Recognition CVPR 2021
A Unified Lottery Ticket Hypothesis for Graph Neural Networks ICML 2021
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory NIPS 2021
A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness NIPS 2021
You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership NIPS 2021
Pruning Randomly Initialized Neural Networks with Iterative Randomization NIPS 2021
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NIPS 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective NIPS 2021
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization? ICML 2021