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WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant
  Analysis

WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis

14 March 2023
Yiye Chen
Yunzhi Lin
Ruinian Xu
Patricio A. Vela
    OODD
ArXivPDFHTML

Papers citing "WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis"

7 / 7 papers shown
Title
Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning
Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning
Yang Liu
X. Zhang
Jiale Du
Xinbo Gao
Jungong Han
OODD
49
0
0
28 Mar 2025
A margin-based replacement for cross-entropy loss
A margin-based replacement for cross-entropy loss
Michael W. Spratling
Heiko H. Schütt
68
0
0
21 Jan 2025
Outlier detection by ensembling uncertainty with negative objectness
Outlier detection by ensembling uncertainty with negative objectness
Anja Delić
Matej Grcić
Sinisa Segvic
UQCV
43
15
0
23 Feb 2024
VOS: Learning What You Don't Know by Virtual Outlier Synthesis
VOS: Learning What You Don't Know by Virtual Outlier Synthesis
Xuefeng Du
Zhaoning Wang
Mu Cai
Yixuan Li
OODD
174
304
0
02 Feb 2022
Generalized Out-of-Distribution Detection: A Survey
Generalized Out-of-Distribution Detection: A Survey
Jingkang Yang
Kaiyang Zhou
Yixuan Li
Ziwei Liu
171
873
0
21 Oct 2021
On the Importance of Gradients for Detecting Distributional Shifts in
  the Wild
On the Importance of Gradients for Detecting Distributional Shifts in the Wild
Rui Huang
Andrew Geng
Yixuan Li
175
328
0
01 Oct 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
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