Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments

Author:

Zhang Jingyang1,Inkawhich Nathan2,Linderman Randolph1,Chen Yiran1,Li Hai1

Affiliation:

1. Duke University

2. Air Force Research Laboratory

Publisher

IEEE

Reference50 articles.

1. Fine-grained visual recognition with batch confusion norm;hsu,2019

2. Deep anomaly detection with outlier exposure;hendrycks;International Conference on Learning Representations,2018

3. On the importance of gradients for detecting distributional shifts in the wild;huang,2021

4. Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data

5. A baseline for detecting misclassified and out-of-distribution examples in neural networks;hendrycks;International Conference on Learning Representations,2017

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1. Out-of-Distribution Detection with Virtual Outlier Smoothing;International Journal of Computer Vision;2024-08-14

2. Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

3. Generalized Out-of-Distribution Detection: A Survey;International Journal of Computer Vision;2024-06-23

4. Knowledge-Distillation-Based Label Smoothing for Fine-Grained Open-Set Vehicle Recognition;2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW);2024-01-01

5. Out-of-Distribution Detection for Monocular Depth Estimation;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01

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