Model Pruning: [1] Network Slimming
Model Quantization: [1] Survey in 2023
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer
Z. Wu, J. Chen*(*:Corresponding Author), H. Zhong, D. Huang and Y. Wang
European Conference on Computer Vision (ECCV), 2024. [Paper][Code]
MIEP: Channel Pruning with Multi-granular Importance Estimation for Object Detection
L. Jiang, J. Chen*(*:Corresponding Author), D. Huang, and Y. Wang
ACM Multimedia Conference (MM), 2023. [PDF]
SAMP: Sub-task Aware Model Pruning with Layer-wise Channel Balancing for Person Search
Z. Wu, J. Chen*(*:Corresponding Author), and Y. Wang
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023. [PDF]