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Out-of-distribution Detection and Generation using Soft Brownian Offset
  Sampling and Autoencoders

Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders

4 May 2021
Felix Möller
Diego Botache
Denis Huseljic
Florian Heidecker
Maarten Bieshaar
Bernhard Sick
    OODD
ArXivPDFHTML

Papers citing "Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders"

4 / 4 papers shown
Title
Image Background Serves as Good Proxy for Out-of-distribution Data
Image Background Serves as Good Proxy for Out-of-distribution Data
Sen Pei
39
1
0
02 Jul 2023
Free Lunch for Generating Effective Outlier Supervision
Sen Pei
Jiaxi Sun
R. Xu
Bin Fan
Shiming Xiang
Gaofeng Meng
OODD
42
0
0
17 Jan 2023
Robust Out-of-distribution Detection for Neural Networks
Robust Out-of-distribution Detection for Neural Networks
Jiefeng Chen
Yixuan Li
Xi Wu
Yingyu Liang
S. Jha
OODD
161
84
0
21 Mar 2020
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
276
5,661
0
05 Dec 2016
1