1 code implementation • 27 Feb 2024 • Yaofo Chen, Shuaicheng Niu, Shoukai Xu, Hengjie Song, YaoWei Wang, Mingkui Tan
Moreover, with the increasing data collected at the edge, this paradigm also fails to further adapt the cloud model for better performance.
no code implementations • 5 Apr 2023 • Shoukai Xu, Jiangchao Yao, Ran Luo, Shuhai Zhang, Zihao Lian, Mingkui Tan, Bo Han, YaoWei Wang
Moreover, the data used for pretraining foundation models are usually invisible and very different from the target data of downstream tasks.
3 code implementations • ECCV 2020 • Shoukai Xu, Haokun Li, Bohan Zhuang, Jing Liu, JieZhang Cao, Chuangrun Liang, Mingkui Tan
More critically, our method achieves much higher accuracy on 4-bit quantization than the existing data free quantization method.
Ranked #2 on Data Free Quantization on CIFAR-100