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weight importance

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Co-occurring keywords · papers mentioning both

neural network pruning (4) large language model (3) model pruning (3) model compression (3) sparse training (2) instance-wise unlearning (1) soft mask (1) n:m sparsity (1) pruning schedule (1) importance score (1)

Papers

Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment AAAI 2025 Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers AAAI 2024 MaxQ: Multi-Axis Query for N:M Sparsity Network CVPR 2024 Pruning as a Domain-specific LLM Extractor NAACL 2024 Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022 PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022 Continual learning in recurrent neural networks ICLR 2021 Neural Pruning via Growing Regularization ICLR 2021