Xinmei Tian

Full Professor, University of Science and Technology of China

4 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Epistemic Uncertainty for Generated Image Detection

#1107 · Jun Nie, Yonggang Zhang, Tongliang Liu, Yiu-ming Cheung, Bo Han, Xinmei Tian

Poster Session 5

2 papers

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Towards Generalizable Detector for Generated Image

#1202 · Qianshu Cai, Chao Wu, Yonggang Zhang, Jun Yu, Xinmei Tian

We propose a novel perspective to understand AI-generated image detection through the lens of OOD detection and introduce a generalizable training-free generated image detection method.

Detecting Generated Images by Fitting Natural Image Distributions

#1406 Spotlight · Yonggang Zhang, Jun Nie, Xinmei Tian, Mingming Gong, Kun Zhang, Bo Han

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

An Effective Levelling Paradigm for Unlabeled Scenarios

#4804 · Fangming Cui, Zhou Yu, Di Yang, Yuqiang Ren, Liang Xiao, Xinmei Tian

An Effective Levelling Paradigm for Unlabeled Scenarios