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@ExplainableML

EML Munich

Explainable Machine Learning group at Helmholtz Munich and Technical University of Munich

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  1. ReNO ReNO Public

    [NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

    Python 166 15

  2. flair flair Public

    [CVPR 2025] FLAIR: VLM with Fine-grained Language-informed Image Representations

    Python 134 7

  3. czsl czsl Public

    PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.

    Python 126 27

  4. Vision_by_Language Vision_by_Language Public

    [ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"

    Python 84 7

  5. sae-for-vlm sae-for-vlm Public

    [NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

    Python 72 9

  6. HyperNoise HyperNoise Public

    Python 70 2

Repositories

Showing 10 of 62 repositories
  • finer Public

    [CVPR 2026] FINER: MLLMs Hallucinate under Fine-grained Negative Queries

    ExplainableML/finer’s past year of commit activity
    0 0 0 0 Updated Mar 16, 2026
  • finer-project Public
    ExplainableML/finer-project’s past year of commit activity
    JavaScript 0 0 0 0 Updated Mar 16, 2026
  • flair Public

    [CVPR 2025] FLAIR: VLM with Fine-grained Language-informed Image Representations

    ExplainableML/flair’s past year of commit activity
    Python 134 7 0 0 Updated Mar 12, 2026
  • eml_website Public
    ExplainableML/eml_website’s past year of commit activity
    JavaScript 2 0 0 0 Updated Mar 12, 2026
  • LCS Public
    ExplainableML/LCS’s past year of commit activity
    9 0 0 0 Updated Mar 10, 2026
  • ug-framework Public

    Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs

    ExplainableML/ug-framework’s past year of commit activity
    Python 1 0 0 0 Updated Mar 10, 2026
  • finer-website Public
    ExplainableML/finer-website’s past year of commit activity
    JavaScript 0 0 0 0 Updated Mar 8, 2026
  • LAION-400M-Person-Centric-Annotations Public

    [ICLR 2026] Official codebase of "Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models"

    ExplainableML/LAION-400M-Person-Centric-Annotations’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Feb 13, 2026
  • RLLM-CoT-Robustness Public

    [ICLR 2026] Are Reasoning LLMs Robust to Interventions on their Chain-of-Thought?

    ExplainableML/RLLM-CoT-Robustness’s past year of commit activity
    3 0 0 0 Updated Feb 7, 2026
  • DeLoRA Public

    [ICLR25] Official Implementation of "Decoupling Angles and Strength in Low-rank Adaptation"

    ExplainableML/DeLoRA’s past year of commit activity
    Python 15 MIT 0 0 0 Updated Dec 12, 2025

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