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@ExplainableML

EML Munich

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

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  1. czsl czsl Public

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

    Python 112 27

  2. ReNO ReNO Public

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

    Python 110 9

  3. 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

  4. Vision_by_Language Vision_by_Language Public

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

    Python 53 5

  5. UncerGuidedI2I UncerGuidedI2I Public

    Uncertainty Guided Progressive GANs for Medical Image Translation

    Jupyter Notebook 51 11

  6. BayesCap BayesCap Public

    (ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks

    Jupyter Notebook 49 3

Repositories

Showing 10 of 41 repositories
  • 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 45 MIT 2 0 0 Updated Dec 10, 2024
  • flair Public
    ExplainableML/flair’s past year of commit activity
    19 0 1 0 Updated Dec 3, 2024
  • cosmos Public
    ExplainableML/cosmos’s past year of commit activity
    5 0 0 0 Updated Dec 3, 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 0 2 0 Updated Nov 30, 2024
  • ZerAuCap Public

    [NeurIPS 2023 - ML for Audio Workshop (Oral)] Zero-shot audio captioning with audio-language model guidance and audio context keywords

    ExplainableML/ZerAuCap’s past year of commit activity
    Python 16 1 0 0 Updated Nov 30, 2024
  • FantasticGains Public

    [ICLR 2024] Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model

    ExplainableML/FantasticGains’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 31, 2024
  • 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 110 MIT 9 6 0 Updated Oct 12, 2024
  • ImageFreeZSL Public
    ExplainableML/ImageFreeZSL’s past year of commit activity
    Python 17 0 0 0 Updated Oct 5, 2024
  • EgoCVR Public

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

    ExplainableML/EgoCVR’s past year of commit activity
    Python 31 MIT 0 1 0 Updated Aug 27, 2024
  • concept_realignment Public

    Official PyTorch implementation of "Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models" (ECCV 2024)

    ExplainableML/concept_realignment’s past year of commit activity
    Python 8 MIT 2 0 0 Updated Aug 12, 2024
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