Trans. Mach. Learn. Res. · 2026 · Journal article

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions

Sarthak Kumar Maharana, Shambhavi Mishra, Yunbei Zhang, Shuaicheng Niu, Taki Hasan Rafi, Jihun Hamm, Marco Pedersoli, Jose Dolz, Yunhui Guo

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Date
2026-07-09
Citations
2
arXiv
2607.08164
Cite
@article{maharana2026continual,
  title = {Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions},
  author = {Sarthak Kumar Maharana and Shambhavi Mishra and Yunbei Zhang and Shuaicheng Niu and Taki Hasan Rafi and Jihun Hamm and Marco Pedersoli and Jose Dolz and Yunhui Guo},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  eprint = {2607.08164},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.08164},
}