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@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 136 10

  2. czsl czsl Public

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

    Python 116 27

  3. flair flair Public

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

    Python 67 3

  4. Vision_by_Language Vision_by_Language Public

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

    Python 66 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 54 2

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Showing 10 of 47 repositories
  • DeLoRA Public

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

    ExplainableML/DeLoRA’s past year of commit activity
    Python 6 MIT 0 1 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 11 0 1 0 Updated Apr 15, 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 37 MIT 0 2 0 Updated Apr 11, 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 2 0 2 0 Updated Apr 7, 2025
  • flair Public

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

    ExplainableML/flair’s past year of commit activity
    Python 67 3 3 0 Updated Apr 4, 2025
  • LoFT Public

    Synthetic Dataset Generation with Few-shot Guidance: LoFT [Arxiv] & DataDream [ECCV24]

    ExplainableML/LoFT’s past year of commit activity
    Python 4 0 1 0 Updated Mar 31, 2025
  • cosmos Public

    [CVPR 2025] COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training

    ExplainableML/cosmos’s past year of commit activity
    Python 17 1 2 0 Updated Mar 27, 2025
  • WikiBigEdit Public

    This is the official repository for the WikiBigEdit benchmark, introduced in the paper Understanding the Limits of Lifelong Knowledge Editing in LLMs.

    ExplainableML/WikiBigEdit’s past year of commit activity
    Python 4 0 0 0 Updated Mar 13, 2025
  • ReNO Public

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

    ExplainableML/ReNO’s past year of commit activity
    Python 136 MIT 10 5 0 Updated Jan 27, 2025
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