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Effective Out-of-Distribution Detection in Classifier Based on
  PEDCC-Loss

Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss

10 April 2022
Qiuyu Zhu
Guohui Zheng
Yingying Yan
    OODD
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Papers citing "Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss"

4 / 4 papers shown
Title
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
Out-of-distribution detection based on subspace projection of
  high-dimensional features output by the last convolutional layer
Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer
Qiuyu Zhu
Yiwei He
OODD
32
1
0
02 May 2024
Classifier-head Informed Feature Masking and Prototype-based Logit
  Smoothing for Out-of-Distribution Detection
Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection
Zhuohao Sun
Yiqiao Qiu
Zhijun Tan
Weishi Zheng
Ruixuan Wang
OODD
18
6
0
27 Oct 2023
Rainproof: An Umbrella To Shield Text Generators From
  Out-Of-Distribution Data
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data
Maxime Darrin
Pablo Piantanida
Pierre Colombo
OODD
53
13
0
18 Dec 2022
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