1st Workshop on Test-Time Adaptation: Model Adapt Thyself! (MAT)


MixStyle-Based Contrastive Test-Time Adaptation: Pathway to Domain Generalization
Kota Yamashita,
Kazuhiro Hotta
[pdf]
[bibtex]
@InProceedings{Yamashita_2024_CVPR, author = {Yamashita, Kota and Hotta, Kazuhiro}, title = {MixStyle-Based Contrastive Test-Time Adaptation: Pathway to Domain Generalization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1029-1037} }

Unknown Sample Discovery for Source Free Open Set Domain Adaptation
Chowdhury Sadman Jahan,
Andreas Savakis
[pdf] [arXiv]
[bibtex]
@InProceedings{Jahan_2024_CVPR, author = {Jahan, Chowdhury Sadman and Savakis, Andreas}, title = {Unknown Sample Discovery for Source Free Open Set Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1067-1076} }

ST2ST: Self-Supervised Test-time Adaptation for Video Action Recognition
Masud An-Nur Islam Fahim,
Mohammed Innat,
Jani Boutellier
[pdf]
[bibtex]
@InProceedings{Fahim_2024_CVPR, author = {Fahim, Masud An-Nur Islam and Innat, Mohammed and Boutellier, Jani}, title = {ST2ST: Self-Supervised Test-time Adaptation for Video Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1057-1066} }

Test-time Specialization of Dynamic Neural Networks
Sam Leroux,
Dewant Katare,
Aaron Yi Ding,
Pieter Simoens
[pdf]
[bibtex]
@InProceedings{Leroux_2024_CVPR, author = {Leroux, Sam and Katare, Dewant and Ding, Aaron Yi and Simoens, Pieter}, title = {Test-time Specialization of Dynamic Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1048-1056} }

Fully Test-time Adaptation for Object Detection
Xiaoqian Ruan,
Wei Tang
[pdf] [supp]
[bibtex]
@InProceedings{Ruan_2024_CVPR, author = {Ruan, Xiaoqian and Tang, Wei}, title = {Fully Test-time Adaptation for Object Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1038-1047} }