Understanding the Feature Norm for Out-of-Distribution Detection

Understanding the Feature Norm for Out-of-Distribution Detection

9 October 2023

Jacky Chen Long Chai

Andrew Beng Jin Teoh

Papers citing "Understanding the Feature Norm for Out-of-Distribution Detection"

13 / 13 papers shown

Title
Test-Time Discovery via Hashing Memory Fan Lyu Tianle Liu Z. Zhang Fuyuan Hu Liang Wang TTA 68 0 0 12 Mar 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 45 0 0 11 Mar 2025
Going Beyond Conventional OOD Detection Sudarshan Regmi OODD 52 1 0 16 Nov 2024
Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning Dong Geun Shin Hye Won Chung OODD 22 0 0 20 Aug 2024
The Over-Certainty Phenomenon in Modern UDA Algorithms Fin Amin Jung-Eun Kim 27 0 0 24 Apr 2024
RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-distribution Detection Yue Song N. Sebe Wei Wang OODD 16 1 0 23 Nov 2023
Detecting Out-of-Distribution Through the Lens of Neural Collapse Litian Liu Yao Qin OODD 25 5 0 02 Nov 2023
Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization J. Haas William Yolland B. Rabus OODD 8 0 0 07 Jun 2023
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 171 870 0 21 Oct 2021
Open-Set Recognition: a Good Closed-Set Classifier is All You Need? S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman BDL 167 404 0 12 Oct 2021
On the Importance of Gradients for Detecting Distributional Shifts in the Wild Rui Huang Andrew Geng Yixuan Li 173 326 0 01 Oct 2021
On the Impact of Spurious Correlation for Out-of-distribution Detection Yifei Ming Hang Yin Yixuan Li OODD 144 74 0 12 Sep 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020