Skip to content

@deeplearning-wisc deeplearning-wisc

Change the repository type filter

All

    Repositories list

    49 repositories

    • Multimocal-ICL-Analysis-Framework-MGI

      Public
      [ACL 2026 main paper] The official code for "Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks"
      MIT License
      •0•0•1•0•Updated Apr 14, 2026Apr 14, 2026

    • ModeX

      Public
      Python
      •
      MIT License
      •0•7•0•0•Updated Apr 13, 2026Apr 13, 2026

    • agentuq

      Public
      0•9•0•0•Updated Apr 10, 2026Apr 10, 2026

    • vittle

      Public
      Official implementation of NeurIPS 2025 paper "Visual Instruction Bottleneck Tuning"
      robustnessdistribution-shiftinstruction-tuning
      robustnessdistribution-shiftinstruction-tuningvision-language-model
      Python
      •2•13•1•0•Updated Apr 10, 2026Apr 10, 2026

    • LongHorizonDeception

      Public
      Repository for the paper “Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions.”
      Python
      •
      Apache License 2.0
      •0•9•0•0•Updated 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
      •1•15•1•0•Updated Jan 31, 2026Jan 31, 2026

    • attn-dynamics-basis

      Public
      Python
      •0•3•0•0•Updated Jan 23, 2026Jan 23, 2026

    • vauq

      Public
      0•0•0•0•Updated Jan 6, 2026Jan 6, 2026

    • glsim

      Public
      Python
      •
      Apache License 2.0
      •1•15•2•0•Updated Nov 30, 2025Nov 30, 2025

    • debate-or-vote

      Public
      Official code repo for NeurIPS 2025 Spotlight paper, "Debate or Vote: Which Yields Better Decisions in Multi-Agent LLMs?"
      multi-agentneuripsllm
      multi-agentneuripsllmmulti-agent-debate
      Python
      •8•72•0•0•Updated Oct 15, 2025Oct 15, 2025

    • MAD-identity-bias

      Public
      MIT License
      •0•0•1•0•Updated Oct 7, 2025Oct 7, 2025

    • LENS

      Public
      Official repo for NeurIPS 2025: Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
      Python
      •0•8•2•0•Updated Oct 6, 2025Oct 6, 2025

    • understanding_lp

      Public
      Official implementation of the paper "Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding"
      biasembeddingvisual-reasoning
      biasembeddingvisual-reasoningvision-language-model
      Python
      •1•16•2•0•Updated Sep 30, 2025Sep 30, 2025

    • kernel-divergence-score

      Public
      Official implementation of ICML 2025 paper, "How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence"
      Python
      •1•8•0•0•Updated Jul 20, 2025Jul 20, 2025

    • tsv

      Public
      Python
      •
      Apache License 2.0
      •5•28•1•0•Updated Jul 17, 2025Jul 17, 2025

    • mllmshift-emi

      Public
      Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"
      information-theoryrobustnessdistribution-shift
      information-theoryrobustnessdistribution-shiftvision-language-modelmultimodal-llm
      Python
      •2•12•0•0•Updated May 27, 2025May 27, 2025

    • PrefCleanBench

      Public
      Protocol of benchmarking data cleaning approaches for preference dataset
      Python
      •
      MIT License
      •1•7•1•0•Updated May 15, 2025May 15, 2025

    • dream-ood

      Public
      source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"
      Python
      •
      Other
      •3•72•2•0•Updated Apr 15, 2025Apr 15, 2025

    • haloscope

      Public
      source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"
      Python
      •6•68•2•0•Updated Apr 11, 2025Apr 11, 2025

    • weak_llm_teacher

      Public
      Official repo for ICLR 2025: Your Weak LLM is Secretly a Strong Teacher for Alignment
      Python
      •0•7•1•0•Updated Feb 11, 2025Feb 11, 2025

    • graph-spectral-ood

      Public
      [NeurIPS 2024] Official Implementation of "Bridging OOD Generalization and Detection: A Graph-Theoretic View"
      Python
      •
      Apache License 2.0
      •0•4•0•0•Updated Oct 7, 2024Oct 7, 2024

    • ink

      Public
      Python
      •
      MIT License
      •2•7•0•0•Updated Aug 12, 2024Aug 12, 2024

    • knn-ood

      Public
      Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"
      Python
      •18•200•1•1•Updated Jul 12, 2024Jul 12, 2024

    • picle

      Public
      Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)
      Python
      •1•27•0•0•Updated 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
      •0•4•1•0•Updated May 30, 2024May 30, 2024

    • hypo

      Public
      Python
      •1•18•6•0•Updated May 10, 2024May 10, 2024

    • MCM

      Public
      PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022
      representation-learningout-of-distribution-detectionvision-language
      representation-learningout-of-distribution-detectionvision-languagecontrastive-learning
      Python
      •9•97•3•0•Updated Mar 12, 2024Mar 12, 2024

    • args

      Public
      Python
      •4•46•2•0•Updated Feb 8, 2024Feb 8, 2024

    • sal

      Public
      source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"
      Python
      •3•13•1•0•Updated Feb 1, 2024Feb 1, 2024

    • scone

      Public
      Python
      •
      Apache License 2.0
      •2•9•3•1•Updated Nov 8, 2023Nov 8, 2023
    ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.