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    • [ACL 2026 main paper] The official code for "Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks"
      MIT License
      0010Updated Apr 14, 2026Apr 14, 2026
    • ModeX

      Public
      Python
      MIT License
      0700Updated Apr 13, 2026Apr 13, 2026
    • agentuq

      Public
      0900Updated Apr 10, 2026Apr 10, 2026
    • vittle

      Public
      Official implementation of NeurIPS 2025 paper "Visual Instruction Bottleneck Tuning"
      Python
      21310Updated Apr 10, 2026Apr 10, 2026
    • Repository for the paper “Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions.”
      Python
      Apache License 2.0
      0900Updated Feb 5, 2026Feb 5, 2026
    • LUMINA

      Public
      Official implementation of ICLR 2026 paper "LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals"
      Python
      MIT License
      11510Updated Jan 31, 2026Jan 31, 2026
    • Python
      0300Updated Jan 23, 2026Jan 23, 2026
    • vauq

      Public
      0000Updated Jan 6, 2026Jan 6, 2026
    • glsim

      Public
      Python
      Apache License 2.0
      11520Updated Nov 30, 2025Nov 30, 2025
    • Official code repo for NeurIPS 2025 Spotlight paper, "Debate or Vote: Which Yields Better Decisions in Multi-Agent LLMs?"
      Python
      87200Updated Oct 15, 2025Oct 15, 2025
    • MIT License
      0010Updated Oct 7, 2025Oct 7, 2025
    • LENS

      Public
      Official repo for NeurIPS 2025: Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
      Python
      0820Updated Oct 6, 2025Oct 6, 2025
    • Official implementation of the paper "Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding"
      Python
      11620Updated Sep 30, 2025Sep 30, 2025
    • Official implementation of ICML 2025 paper, "How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence"
      Python
      1800Updated Jul 20, 2025Jul 20, 2025
    • tsv

      Public
      Python
      Apache License 2.0
      52810Updated Jul 17, 2025Jul 17, 2025
    • Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"
      Python
      21200Updated May 27, 2025May 27, 2025
    • Protocol of benchmarking data cleaning approaches for preference dataset
      Python
      MIT License
      1710Updated May 15, 2025May 15, 2025
    • dream-ood

      Public
      source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"
      Python
      Other
      37220Updated Apr 15, 2025Apr 15, 2025
    • haloscope

      Public
      source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"
      Python
      66820Updated Apr 11, 2025Apr 11, 2025
    • Official repo for ICLR 2025: Your Weak LLM is Secretly a Strong Teacher for Alignment
      Python
      0710Updated Feb 11, 2025Feb 11, 2025
    • [NeurIPS 2024] Official Implementation of "Bridging OOD Generalization and Detection: A Graph-Theoretic View"
      Python
      Apache License 2.0
      0400Updated Oct 7, 2024Oct 7, 2024
    • ink

      Public
      Python
      MIT License
      2700Updated Aug 12, 2024Aug 12, 2024
    • knn-ood

      Public
      Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"
      Python
      1820011Updated Jul 12, 2024Jul 12, 2024
    • picle

      Public
      Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)
      Python
      12700Updated Jun 27, 2024Jun 27, 2024
    • id_label

      Public
      source code for ICML'24 paper "When and how does in-distribution label help out-of-distribution detection?"
      Python
      0410Updated May 30, 2024May 30, 2024
    • hypo

      Public
      Python
      11860Updated May 10, 2024May 10, 2024
    • MCM

      Public
      PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022
      Python
      99730Updated Mar 12, 2024Mar 12, 2024
    • args

      Public
      Python
      44620Updated Feb 8, 2024Feb 8, 2024
    • sal

      Public
      source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"
      Python
      31310Updated Feb 1, 2024Feb 1, 2024
    • scone

      Public
      Python
      Apache License 2.0
      2931Updated Nov 8, 2023Nov 8, 2023
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