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Model Compression

1674 directly classified papers

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Papers

Fast and Memory-Efficient Video Diffusion Using Streamlined Inference NIPS 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NIPS 2024
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning CVPR 2024
UniPTS: A Unified Framework for Proficient Post-Training Sparsity CVPR 2024
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion NIPS 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection CVPR 2024
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models CVPR 2024
Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024
Orthogonal Adaptation for Modular Customization of Diffusion Models CVPR 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing CVPR 2024
Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024
All Rivers Run to the Sea: Private Learning with Asymmetric Flows CVPR 2024
LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection CVPR 2024
Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024
Personalized Residuals for Concept-Driven Text-to-Image Generation CVPR 2024
GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation WACV 2024
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024
Clockwork Diffusion: Efficient Generation With Model-Step Distillation CVPR 2024
Towards Better Structured Pruning Saliency by Reorganizing Convolution WACV 2024
Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024
Torque Based Structured Pruning for Deep Neural Network WACV 2024
Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection CVPR 2024
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning NIPS 2024