weight pruning

Explore and Establish Synergistic Effects Between Weight Pruning and Coreset Selection in Neural Network Training AAAI 2026 HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026 Mostly Text, Smart Visuals: Asymmetric Text-Visual Pruning for Large Vision-Language Models CVPR 2026 Advancing Weight and Channel Sparsification with Enhanced Saliency WACV 2025 BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training ICML 2025 Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix ICLR 2025 ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning ICLR 2025 Controllable Memorization in LLMs via Weight Pruning EMNLP 2025 COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025 DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models ICLR 2025 Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement AAAI 2025 SwiftPrune: Hessian-Free Weight Pruning for Large Language Models EMNLP 2025 TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models ACL 2025 Wanda++: Pruning Large Language Models via Regional Gradients ACL 2025 Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NeurIPS 2024 MaxQ: Multi-Axis Query for N:M Sparsity Network CVPR 2024 Search for Efficient Large Language Models NeurIPS 2024 Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood NeurIPS 2024 The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning ICLR 2024 WRP: Weight Recover Prune for Structured Sparsity ACL 2024 Bit-Pruning: A Sparse Multiplication-Less Dot-Product ICLR 2023 CrAM: A Compression-Aware Minimizer ICLR 2023 Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks ICCV 2023 Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023 Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models ICLR 2023