Paper "out-of-distribution detection" Papers

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Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression

Xuanlong Yu, Gianni Franchi, Jindong Gu et al.

AAAI 2024paperarXiv:2308.09065
7
citations

EAT: Towards Long-Tailed Out-of-Distribution Detection

Tong Wei, Bo-Lin Wang, Min-Ling Zhang

AAAI 2024paperarXiv:2312.08939
18
citations

How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?

Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li

AAAI 2024paperarXiv:2312.14452
20
citations

Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection

Meng Xing, Zhiyong Feng, Yong Su et al.

AAAI 2024paperarXiv:2204.11041
4
citations

Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning

Wenjun Miao, Guansong Pang, Xiao Bai et al.

AAAI 2024paperarXiv:2312.10686
25
citations

TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection

Jiankang Chen, Tong Zhang, Wei-shi Zheng et al.

AAAI 2024paperarXiv:2412.05292
5
citations

Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection

Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Camara Gomes et al.

AAAI 2024paperarXiv:2302.09852
17
citations

Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning

Kun Ding, Haojian Zhang, Qiang Yu et al.

AAAI 2024paperarXiv:2404.00603
7
citations