This repository is an official implementation for our TPAMI paper [Arxiv] [IEEE Xplore].

This repo is built upon our previous work TTAC accepted by NeurIPS 2022.

Yongyi Su¹   Xun Xu²   Tianrui Li³   Kui Jia^1
1South China University of Technology  
²Institute for Infocomm Research, A*STAR  
³Southwest Jiaotong University

The code is released in the cifar folder.

The code is released in the imagenet folder.

If you find our work useful in your research, please consider citing:

@ARTICLE{su2024revisiting,
  author={Su, Yongyi and Xu, Xun and Li, Tianrui and Jia, Kui},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
  title={Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training}, 
  year={2024},
  volume={},
  number={},
  pages={1-16},
  doi={10.1109/TPAMI.2024.3370963}
}