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Out-of-Distribution Detection Should Use Conformal Prediction (and
  Vice-versa?)

Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)

18 March 2024
Paul Novello
Joseba Dalmau
Léo Andéol
    OODD
ArXivPDFHTML

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
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
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
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
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