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
May 4, 2025
8000
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
[CVPR 2025] Test-Time Visual In-Context Tuning
[ICML 2025] OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?
HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs
Möbius Transform for Mitigating Perspective Distortions in Representation Learning (ECCV 2024)
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? (ICCV Workshops 2023)
WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales
A matlab class for ggm estimation
Add a description, image, and links to the distribution-shifts topic page so that developers can more easily learn about it.
To associate your repository with the distribution-shifts topic, visit your repo's landing page and select "manage topics."