Unified Out-Of-Distribution Detection: A Model-Specific Perspective

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[CVPR2023] Rethinking Out-of-Distribution Detection: Masked Image Modeling is All You Need [CVPR2023] Rethinking Out-of-Distribution Detection: Masked Image Modeling is All You Need
Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data
NIPS 2018 - A simple unified framework for detecting out-of-distribution and adversarial attacks NIPS 2018 - A simple unified framework for detecting out-of-distribution and adversarial attacks
Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head CNN | MIDL 2020 Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head CNN | MIDL 2020
Out-of-Distribution Detection With Logical Reasoning Out-of-Distribution Detection With Logical Reasoning
Project Showcase: Out-Of-Distribution Detection Project Showcase: Out-Of-Distribution Detection
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks
On the use of Mahalanobis distance for out-of-distribution detection - presented at MICCAI 2023 On the use of Mahalanobis distance for out-of-distribution detection - presented at MICCAI 2023