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channel pruning

93 papers

Papers

Automatic Channel Pruning by Searching with Structure Embedding for Hash Network AAAI 2026 Domain Sensitive Federated Learning with Fisher-Informed Pruning CVPR 2026 Logit-Margin Repulsion for Backdoor Defense CVPR 2026 SepPrune: Structured Pruning for Efficient Deep Speech Separation AAAI 2026 SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning AAAI 2026 TAGQuant: Token-Aware Clustering for Group-Wise Quantization EACL 2026 Advancing Weight and Channel Sparsification with Enhanced Saliency WACV 2025 Boundary-Conscious Pruning: Hard Set-Aware Model Compression for Efficient Speaker Recognition Interspeech 2025 Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning CVPR 2025 Information Theoretic Pruning of Coupled Channels in Deep Neural Networks WACV 2025 LeanK: Learnable K Cache Channel Pruning for Efficient Decoding EMNLP 2025 MDP: Multidimensional Vision Model Pruning with Latency Constraint CVPR 2025 Mobile Video Diffusion ICCV 2025 SlimLLM: Accurate Structured Pruning for Large Language Models ICML 2025 Temporal Action Detection Model Compression by Progressive Block Drop CVPR 2025 ThinK: Thinner Key Cache by Query-Driven Pruning ICLR 2025 BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks CVPR 2024 Device-Wise Federated Network Pruning CVPR 2024 Diversity-aware Channel Pruning for StyleGAN Compression CVPR 2024 EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection WACV 2024 IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning AAAI 2024 Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024 Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models ICLR 2024 REPrune: Channel Pruning via Kernel Representative Selection AAAI 2024 Towards Better Structured Pruning Saliency by Reorganizing Convolution WACV 2024