Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc
-
Updated
Apr 3, 2026
Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc
[ICCV 2023] Robo3D: Towards Robust and Reliable 3D Perception against Corruptions
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation
[ICLR 2023] Test-time Robust Personalization for Federated Learning
[ICLR24] "AutoVP: An Automated Visual Prompting Framework and Benchmark" by Hsi-Ai Tsao*, Lei Hsiung*, Pin-Yu Chen, Sijia Liu, and Tsung-Yi Ho.
Shortcut to Nowhere: Demystifying Deep Spurious Regression
Reproducibility artifact for 'Sharp Target-Domain Certificates for Quantum-Kernel Advantage under Distribution Shift': sharp finite-batch certificates, controlled quantum-vs-classical kernel benchmark (EMBER, UNSW-NB15, ToN-IoT, TableShift), frozen specifications, prediction locks, manuscript sources. Zenodo v1.1.6.
To associate your repository with the ood-robustness topic, visit your repo's landing page and select "manage topics."