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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

Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Pareto Frontiers in Deep Feature Learning: Data, Compute, Width, and Luck NIPS 2023
LOFT: Finding Lottery Tickets through Filter-wise Training AISTATS 2023
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability ICML 2023
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023
Data Level Lottery Ticket Hypothesis for Vision Transformers IJCAI 2023
Exploring Lottery Prompts for Pre-trained Language Models ACL 2023
Can We Find Strong Lottery Tickets in Generative Models? AAAI 2023
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ICML 2022
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets ICML 2022
Training Your Sparse Neural Network Better with Any Mask ICML 2022
Convolutional and Residual Networks Provably Contain Lottery Tickets ICML 2022
Discovering Language-neutral Sub-networks in Multilingual Language Models EMNLP 2022
Universality of Winning Tickets: A Renormalization Group Perspective ICML 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022
Finding Dynamics Preserving Adversarial Winning Tickets AISTATS 2022
Sparse Double Descent: Where Network Pruning Aggravates Overfitting ICML 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks NIPS 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Advancing Model Pruning via Bi-level Optimization NIPS 2022
Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective NIPS 2022
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NIPS 2022
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win AAAI 2022
Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022