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1. [ACL 2025] "CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought"

   Python 17 2

2. Micro-Defects expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts

   Python 6 1

3. AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems

   Python 17 3

4. [NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"

   Python 4 1

5. 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

   1k 82

6. [GRSL 2024] "Boosting Semi-Supervised Object Detection in Remote Sensing Images With Active Teaching"

   Python 2