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outlier-exposure

Here are 5 public repositories matching this topic...

nazim1021 / OOD-detection-using-OECC

Outlier Exposure with Confidence Control for Out-of-Distribution Detection

deep-learning pytorch calibration anomaly-detection novelty-detection in-distribution out-of-distribution-detection confidence-control outlier-exposure

Updated Mar 13, 2021
Jupyter Notebook

zjysteven / MixOE

[WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments

fine-grained-classification novelty-detection fine-grained-recognition out-of-distribution-detection outlier-exposure openset-recognition

Updated Apr 12, 2023
Python

ZFancy / DivOE

[NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"

diversification outlier-exposure ood-detection

Updated Oct 6, 2023
Python

liznerski / eoe

Repository for the Exposing Outlier Exposure paper

python machine-learning deep-learning pytorch imagenet outlier-detection clip dtd bce anomaly-detection cub one-class-learning hsc cifar-10 deep-anomaly-detection outlier-exposure mvtec-ad clip-ad bce-cl

Updated Aug 20, 2024
Python

mala-lab / AdaptOD

Official implementation for "Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation" (NeurIPS'24)

out-of-distribution-detection outlier-exposure long-tailed-recognition distribution-adaptation

Updated Oct 23, 2024

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