conftrace_

dynamic sparse training

13 papers

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Also known as

DST

Co-occurring keywords

neural network pruning (265) sparse neural network (45) model compression (3302) sparse network (41) neural network (6616) value-based learning (8) edge device (33) weight pruning (57) sparse training (77) non-iid datum (109)

Papers

Advancing Weight and Channel Sparsification with Enhanced Saliency WACV 2025
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training NIPS 2024
UniPTS: A Unified Framework for Proficient Post-Training Sparsity CVPR 2024
Navigating Extremes: Dynamic Sparsity in Large Output Spaces NIPS 2024
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training NIPS 2023
Balanced Training for Sparse GANs NIPS 2023
Dynamic Sparse Network for Time Series Classification: Learning What to “See” NIPS 2022
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win AAAI 2022
Superposing many tickets into one: A performance booster for sparse neural network training UAI 2022
Dynamic Sparse Training for Deep Reinforcement Learning IJCAI 2022
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022
Selfish Sparse RNN Training ICML 2021
Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training ICML 2021