1 code implementation • CVPR 2019 • Jingwen Ye, Yixin Ji, Xinchao Wang, Kairi Ou, Dapeng Tao, Mingli Song
In this paper, we investigate a novel deep-model reusing task.
1 code implementation • 28 May 2019 • Jingwen Ye, Xinchao Wang, Yixin Ji, Kairi Ou, Mingli Song
Many well-trained Convolutional Neural Network(CNN) models have now been released online by developers for the sake of effortless reproducing.
no code implementations • CVPR 2020 • Jingwen Ye, Yixin Ji, Xinchao Wang, Xin Gao, Mingli Song
Then a dual generator is trained by taking the output from the former generator as input.
no code implementations • 25 Apr 2023 • Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang
Accordingly, in this paper, we propose perturbation consistency learning (PCL), a simple test-time adaptation method to promote the model to make stable predictions for samples with distribution shifts.