channel pruning

UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024 Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle ICCV 2023 Complexity-Guided Slimmable Decoder for Efficient Deep Video Compression CVPR 2023 CP3: Channel Pruning Plug-In for Point-Based Networks CVPR 2023 Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML 2023 Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond WACV 2023 SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference ICML 2023 Structural Alignment for Network Pruning through Partial Regularization ICCV 2023 UPSCALE: Unconstrained Channel Pruning ICML 2023 Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022 CHEX: CHannel EXploration for CNN Model Compression CVPR 2022 Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022 Data-Efficient Structured Pruning via Submodular Optimization NeurIPS 2022 DECORE: Deep Compression With Reinforcement Learning CVPR 2022 EZCrop: Energy-Zoned Channels for Robust Output Pruning WACV 2022 Model Preserving Compression for Neural Networks NeurIPS 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration IJCAI 2022 Optimal channel selection with discrete QCQP AISTATS 2022 Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022 Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NeurIPS 2022 Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022 VTC-LFC: Vision Transformer Compression with Low-Frequency Components NeurIPS 2022 AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition ICLR 2021