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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 134 11

  2. czsl czsl Public

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

    Python 116 27

  3. Vision_by_Language Vision_by_Language Public

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

    Python 63 6

  4. flair flair Public

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

    Python 60 3

  5. WaffleCLIP WaffleCLIP Public

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

    Python 56 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

Repositories

Showing 10 of 46 repositories
  • 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 1 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 60 3 1 0 Updated Apr 4, 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 6 0 1 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 3 0 0 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 14 1 1 0 Updated Mar 27, 2025
  • DeLoRA Public
    ExplainableML/DeLoRA’s past year of commit activity
    4 MIT 0 1 0 Updated Mar 25, 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 1 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 134 MIT 11 6 0 Updated Jan 27, 2025
  • fomo_in_flux Public

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

    ExplainableML/fomo_in_flux’s past year of commit activity
    Python 54 MIT 2 0 0 Updated Dec 10, 2024
  • in-context-impersonation Public

    [NeurIPS 2023 Spotlight] In-Context Impersonation Reveals Large Language Models' Strengths and Biases

    ExplainableML/in-context-impersonation’s past year of commit activity
    Python 22 MIT 1 2 0 Updated Nov 30, 2024
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