parameter pruning

Collaborative Multi-Mode Pruning for Vision-Language Models CVPR 2026 FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026 FastLightGen: Fast and Light Video Generation with Fewer Steps and Parameters CVPR 2026 RaPA: Enhancing Transferable Targeted Attacks via Random Parameter Pruning CVPR 2026 Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025 ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025 EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models ACL 2025 ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025 ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection AAAI 2025 Large Language Models Are Overparameterized Text Encoders NAACL 2025 LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation COLING 2025 Math Neurosurgery: Isolating Language Models’ Math Reasoning Abilities Using Only Forward Passes ACL 2025 Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning EMNLP 2025 MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models ACL 2025 Optimizing Trajectory Matching Distillation via Parameter Difference-Driven Pruning ACML 2025 Pruning General Large Language Models into Customized Expert Models ACL 2025 SparseWAV: Fast and Accurate One-Shot Unstructured Pruning for Large Speech Foundation Models Interspeech 2024 tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models Interspeech 2024 Uncovering the Redundancy in Graph Self-supervised Learning Models NeurIPS 2024 Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023 DepGraph: Towards Any Structural Pruning CVPR 2023 Dynamic and Efficient Inference for Text Generation via BERT Family ACL 2023 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023