Papers citing 'Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification'

Title
Benchmarking Out-of-Distribution Detection for Plankton Recognition: A Systematic Evaluation of Advanced Methods in Marine Ecological Monitoring Yingzi Han Jiakai He Chuanlong Xie Jianping Li OODD 157 0 0 20 Oct 2025
Image-based Outlier Synthesis With Training Data Sudarshan Regmi OODD 462 2 0 16 Nov 2024
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on RegressionAAAI Conference on Artificial Intelligence (AAAI), 2023 Xuanlong Yu Gianni Franchi Jindong Gu Emanuel Aldea UQCV 241 7 0 17 Aug 2023
Finding Competence Regions in Domain Generalization Jens Müller Stefan T. Radev R. Schmier Felix Dräxler Carsten Rother Ullrich Kothe 324 4 0 17 Mar 2023
Natural Attribute-based Shift Detection Jeonghoon Park Jimin Hong Radhika Dua Daehoon Gwak Shouqing Yang Jaegul Choo Edward Choi OOD 143 3 0 18 Oct 2021
Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation Karina Zadorozhny P. Thoral Paul Elbers Giovanni Cina OODD OOD 257 21 0 30 Sep 2021
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained EnvironmentsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Jingyang Zhang Nathan Inkawhich Randolph Linderman Yiran Chen Xue Yang OODD 277 72 0 07 Jun 2021
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 808 5,024 0 17 Feb 2017