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Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)
18 March 2024
Paul Novello
Joseba Dalmau
Léo Andéol
OODD
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Papers citing
"Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)"
4 / 4 papers shown
Title
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
33
21
0
10 Oct 2023
Extremely Simple Activation Shaping for Out-of-Distribution Detection
Andrija Djurisic
Nebojsa Bozanic
Arjun Ashok
Rosanne Liu
OODD
158
150
0
20 Sep 2022
Generalized Out-of-Distribution Detection: A Survey
Jingkang Yang
Kaiyang Zhou
Yixuan Li
Ziwei Liu
173
875
0
21 Oct 2021
On the Importance of Gradients for Detecting Distributional Shifts in the Wild
Rui Huang
Andrew Geng
Yixuan Li
175
328
0
01 Oct 2021
1