Test-time Scaling for Computer Vision

On the Suitability of Reinforcement Fine-Tuning to Visual Tasks

Xiaxu Chen,

Wei Li,

Chunxu Liu,

Chi Xie,

Xiaoyan Hu,

Chengqian Ma,

Feng Zhu,

Rui Zhao

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2025_CVPR, author = {Chen, Xiaxu and Li, Wei and Liu, Chunxu and Xie, Chi and Hu, Xiaoyan and Ma, Chengqian and Zhu, Feng and Zhao, Rui}, title = {On the Suitability of Reinforcement Fine-Tuning to Visual Tasks}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3357-3361} }

Get a GRIP on Test Time Adaptation! - Group Robust Inference-Time Policy Optimization for Vision Models

Prabhav Sanga,

Jaskaran Singh,

Tapabrata Chakraborti

[pdf]

[bibtex]

@InProceedings{Sanga_2025_CVPR, author = {Sanga, Prabhav and Singh, Jaskaran and Chakraborti, Tapabrata}, title = {Get a GRIP on Test Time Adaptation! - Group Robust Inference-Time Policy Optimization for Vision Models}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3367-3376} }

TTGen: Incorporating Test-time Scaling to Diffusion Models

Yuming Qiao,

Yuechen Wang,

Xudong Zhang,

Dan Meng

[pdf]

[bibtex]

@InProceedings{Qiao_2025_CVPR, author = {Qiao, Yuming and Wang, Yuechen and Zhang, Xudong and Meng, Dan}, title = {TTGen: Incorporating Test-time Scaling to Diffusion Models}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3362-3366} }