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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 143 12

  2. czsl czsl Public

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

    Python 121 27

  3. flair flair Public

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

    Python 91 4

  4. Vision_by_Language Vision_by_Language Public

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

    Python 70 6

  5. WaffleCLIP WaffleCLIP Public

    Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"

    Python 57 6

  6. fomo_in_flux fomo_in_flux Public

    Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]

    Python 57 3

Repositories

Showing 10 of 51 repositories
  • eml_website Public
    ExplainableML/eml_website’s past year of commit activity
    JavaScript 1 0 0 0 Updated Aug 2, 2025
  • sub Public
    ExplainableML/sub’s past year of commit activity
    Python 5 0 0 0 Updated Jul 31, 2025
  • TiViT Public

    Time Vision Transformer

    ExplainableML/TiViT’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Jul 20, 2025
  • flair Public

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

    ExplainableML/flair’s past year of commit activity
    Python 91 4 3 0 Updated Jun 25, 2025
  • align-then-unlearn Public

    [ICML 2025 Workshop MUGen] Align-then-Unlearn: Embedding Alignment for LLM Unlearning

    ExplainableML/align-then-unlearn’s past year of commit activity
    Python 1 0 0 0 Updated Jun 17, 2025
  • vla-gender-bias Public

    [ICLR 2025] Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)

    ExplainableML/vla-gender-bias’s past year of commit activity
    Python 4 0 4 0 Updated Jun 5, 2025
  • DeLoRA Public

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

    ExplainableML/DeLoRA’s past year of commit activity
    Python 9 MIT 0 2 0 Updated May 3, 2025
  • sae-for-vlm Public

    Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models

    ExplainableML/sae-for-vlm’s past year of commit activity
    Python 24 2 1 0 Updated Apr 16, 2025
  • flair-website Public

    Project Page for FLAIR [CVPR 2025]

    ExplainableML/flair-website’s past year of commit activity
    JavaScript 0 0 0 0 Updated Apr 11, 2025
  • EgoCVR Public

    [ECCV 2024] EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval

    ExplainableML/EgoCVR’s past year of commit activity
    Python 38 MIT 0 4 0 Updated Apr 11, 2025

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