filter pruning

Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation AAAI 2025 Entropy Induced Pruning Framework for Convolutional Neural Networks AAAI 2024 SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead NeurIPS 2024 Torque Based Structured Pruning for Deep Neural Network WACV 2024 Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions AISTATS 2023 Dynamic Structure Pruning for Compressing CNNs AAAI 2023 One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning NeurIPS 2023 Practical Network Acceleration With Tiny Sets CVPR 2023 Structured Sparsity Learning for Efficient Video Super-Resolution CVPR 2023 TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning ICLR 2023 A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification Interspeech 2022 Batch Normalization Tells You Which Filter Is Important WACV 2022 Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022 Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction CVPR 2022 i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022 Learning Disentangled Representation in Pruning for Real-Time UAV Tracking ACML 2022 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning ICLR 2022 Neural Network Pruning by Cooperative Coevolution IJCAI 2022 Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions ICLR 2022 Structural Pruning via Latency-Saliency Knapsack NeurIPS 2022 Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021 CHIP: CHannel Independence-based Pruning for Compact Neural Networks NeurIPS 2021 Convolutional Neural Network Pruning With Structural Redundancy Reduction CVPR 2021 DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021 Dynamic Slimmable Network CVPR 2021