Detecting Out-of-Distribution Through the Lens of Neural Collapse

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Detecting Out-of-Distribution Through the Lens of Neural Collapse

2 November 2023

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Papers citing "Detecting Out-of-Distribution Through the Lens of Neural Collapse"

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Title
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 49 0 0 28 May 2025
AdaSCALE: Adaptive Scaling for OOD Detection Sudarshan Regmi OODD 107 0 0 11 Mar 2025
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 125 0 0 06 Oct 2024
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection Yingwen Wu Ruiji Yu Xinwen Cheng Zhengbao He Xiaolin Huang OODD 117 4 0 28 May 2024
Fast Decision Boundary based Out-of-Distribution Detector Litian Liu Yao Qin OODD 130 20 0 15 Dec 2023