Pinned Loading

1. AgentForesight AgentForesight Public

   [NeurIPS 2026] AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems

   Python 24 4

2. Dream2Discern Dream2Discern Public

   [arXiv 2026] "Dream2Discern: Learning from Hard Latent Variants for Runtime Failure Prediction in Multi-Agent Systems"

   Python 5 1

3. CoT-UQ CoT-UQ Public

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

   Python 17 2

4. MDMF MDMF Public

   [arXiv 2026] "Micro-Defects expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts"

   Python 7 1

5. huytransformer/Awesome-Out-Of-Distribution-Detection huytransformer/Awesome-Out-Of-Distribution-Detection Public

   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 81

6. CoVer CoVer Public

   [NeurIPS 2024 | IJCV 2026] "What If the Input is Expanded in OOD Detection?"

   Python 4 1