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Model Compression

1674 directly classified papers

Papers per year

Papers

Genie: Show Me the Data for Quantization CVPR 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023
One-Shot Model for Mixed-Precision Quantization CVPR 2023
Efficient Multimodal Fusion via Interactive Prompting CVPR 2023
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER CVPR 2023
Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023
Accelerating Dataset Distillation via Model Augmentation CVPR 2023
Integral Neural Networks CVPR 2023
SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy CVPR 2023
Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution CVPR 2023
Structured Pruning Learns Compact and Accurate Models ACL 2022
Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022
Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022
SceneSqueezer: Learning To Compress Scene for Camera Relocalization CVPR 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022
Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error CVPR 2022
Online Convolutional Re-Parameterization CVPR 2022
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks CVPR 2022
Reversible Vision Transformers CVPR 2022
Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation CVPR 2022
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free CVPR 2022
Slimmable Domain Adaptation CVPR 2022