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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 104 8

  3. WaffleCLIP WaffleCLIP Public

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

    Python 53 5

  4. Vision_by_Language Vision_by_Language Public

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

    Python 52 5

  5. UncerGuidedI2I UncerGuidedI2I Public

    Uncertainty Guided Progressive GANs for Medical Image Translation

    Jupyter Notebook 50 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 39 repositories
  • 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 104 MIT 8 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 30 MIT 0 1 0 Updated Aug 27, 2024
  • 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
    35 1 0 0 Updated Aug 26, 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 5 MIT 2 0 0 Updated Aug 12, 2024
  • DataDream Public

    [ECCV 2024] Official repository for "DataDream: Few-shot Guided Dataset Generation"

    ExplainableML/DataDream’s past year of commit activity
    Python 24 3 4 0 Updated Jul 24, 2024
  • AVDIFF-GFSL Public

    This repository contains the code for our DAGM GCPR 2023 paper "Text-to-feature diffusion for audio-visual few-shot learning"

    ExplainableML/AVDIFF-GFSL’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Jul 23, 2024
  • Vision_by_Language Public

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

    ExplainableML/Vision_by_Language’s past year of commit activity
    Python 52 MIT 5 0 0 Updated Jul 4, 2024
  • uot-fm Public

    Official Repository for "Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation" [ICLR 2024]

    ExplainableML/uot-fm’s past year of commit activity
    Python 12 MIT 4 1 0 Updated May 15, 2024
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