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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 156 14

  2. czsl czsl Public

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

    Python 124 27

  3. flair flair Public

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

    Python 110 5

  4. Vision_by_Language Vision_by_Language Public

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

    Python 80 7

  5. HyperNoise HyperNoise Public

    Python 64 2

  6. WaffleCLIP WaffleCLIP Public

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

    Python 61 6

Repositories

Showing 10 of 54 repositories
  • sub Public

    [ICCV '25] SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions

    ExplainableML/sub’s past year of commit activity
    Jupyter Notebook 7 0 0 0 Updated Nov 4, 2025
  • eml_website Public
    ExplainableML/eml_website’s past year of commit activity
    JavaScript 2 0 0 0 Updated Nov 4, 2025
  • czsl Public

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

    ExplainableML/czsl’s past year of commit activity
    Python 124 GPL-3.0 27 7 0 Updated Oct 29, 2025
  • Stitch Public

    Stitch: Training-Free Position Control in Multimodal Diffusion Transformers

    ExplainableML/Stitch’s past year of commit activity
    Python 7 1 1 0 Updated Oct 8, 2025
  • ReflectingOnRFCL Public

    Code repo to the 2024 CoLLAs Paper "Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models"

    ExplainableML/ReflectingOnRFCL’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 21, 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 156 MIT 14 5 0 Updated Sep 15, 2025
  • TCAF-GZSL Public

    This repository contains the code for our ECCV 2022 paper "Temporal and cross-modal attention for audio-visual zero-shot learning"

    ExplainableML/TCAF-GZSL’s past year of commit activity
    Python 24 MIT 0 3 0 Updated Sep 12, 2025
  • flair Public

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

    ExplainableML/flair’s past year of commit activity
    Python 110 5 0 0 Updated Sep 1, 2025
  • HyperNoise Public
    ExplainableML/HyperNoise’s past year of commit activity
    Python 64 MIT 2 1 0 Updated Aug 19, 2025
  • TiViT Public

    Time Vision Transformer

    ExplainableML/TiViT’s past year of commit activity
    Python 16 MIT 1 0 0 Updated Jul 20, 2025
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