Skip to content
@ExplainableML

EML Munich

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

Popular repositories Loading

  1. ReNO ReNO Public

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

    Python 167 15

  2. flair flair Public

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

    Python 149 7

  3. czsl czsl Public

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

    Python 129 25

  4. sae-for-vlm sae-for-vlm Public

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

    Python 94 15

  5. Vision_by_Language Vision_by_Language Public

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

    Python 89 7

  6. HyperNoise HyperNoise Public

    Python 74 2

Repositories

Showing 10 of 64 repositories
  • SOTAlign Public

    [ICML 2026] SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport

    ExplainableML/SOTAlign's past year of commit activity
    Python 11 MIT 0 1 0 Updated Sep 5, 2026
  • eml_website Public
    ExplainableML/eml_website's past year of commit activity
    JavaScript 2 0 0 0 Updated Sep 1, 2026
  • finer Public

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

    ExplainableML/finer's past year of commit activity
    Python 19 1 0 0 Updated Jul 6, 2026
  • SAE-TM Public

    [ICML 2026] Sparse Autoencoders are Topic Models

    ExplainableML/SAE-TM's past year of commit activity
    Jupyter Notebook 10 0 2 0 Updated Jun 21, 2026
  • LCS Public

    [ICML 2026] The Latent Color Subspace: Emergent Order in High-Dimensional Chaos

    ExplainableML/LCS's past year of commit activity
    Python 28 0 0 0 Updated Jun 9, 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
    Python 5 0 0 0 Updated Jun 9, 2026
  • sae-for-vlm Public

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

    ExplainableML/sae-for-vlm's past year of commit activity
    Python 94 15 2 0 Updated Jun 5, 2026
  • finer-project Public
    ExplainableML/finer-project's past year of commit activity
    JavaScript 0 0 0 0 Updated May 28, 2026
  • flair Public

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

    ExplainableML/flair's past year of commit activity
    Python 149 7 0 0 Updated Mar 12, 2026
  • ug-framework Public

    [ECCV 2026] Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs

    ExplainableML/ug-framework's past year of commit activity
    Python 3 0 2 0 Updated Mar 10, 2026

Top languages

Loading…