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magnitude-based pruning

8 papers

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Co-occurring keywords · papers mentioning both

neural network pruning (4) model compression (4) large language model (2) activation sparsity (2) sparse initialization (1) gradient-based pruning (1) parameter norm (1) adapter pruning (1) importance measure (1) weight magnitude (1)

Papers

Dual Activation-Weight Sparsity: A Training-Free Framework for Efficient Large Language Model Compression ACL 2026 Training-Free Activation Sparsity in Large Language Models ICLR 2025 Adapter Pruning using Tropical Characterization EMNLP 2023 Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training NeurIPS 2023 Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022 A Gradient Flow Framework For Analyzing Network Pruning ICLR 2021 A Probabilistic Approach to Neural Network Pruning ICML 2021 Layer-adaptive Sparsity for the Magnitude-based Pruning ICLR 2021