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@ExplainableML

EML Tübingen

Explainable Machine Learning group at the University of Tübingen

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  1. czsl czsl Public

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

    Python 107 27

  2. ReNO ReNO Public

    ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

    Python 52 2

  3. UncerGuidedI2I UncerGuidedI2I Public

    Uncertainty Guided Progressive GANs for Medical Image Translation

    Jupyter Notebook 49 11

  4. WaffleCLIP WaffleCLIP Public

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

    Python 48 4

  5. BayesCap BayesCap Public

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

    Jupyter Notebook 46 3

  6. LanguageGuidance_for_DML LanguageGuidance_for_DML Public

    This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".

    Python 43 3

Repositories

Showing 10 of 35 repositories
  • 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 30 MIT 1 0 0 Updated Jul 4, 2024
  • DataDream Public

    Official repository for "DataDream: Few-shot Guided Dataset Generation"

    ExplainableML/DataDream’s past year of commit activity
    0 0 0 0 Updated Jun 19, 2024
  • ReNO Public

    ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

    ExplainableML/ReNO’s past year of commit activity
    Python 52 MIT 2 2 0 Updated Jun 17, 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 10 MIT 2 1 0 Updated May 15, 2024
  • General-Knowledge-Transfer Public

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

    ExplainableML/General-Knowledge-Transfer’s past year of commit activity
    6 MIT 0 0 0 Updated Feb 20, 2024
  • sketch-primitives Public

    ECCV 2022: Abstracting Sketches through Simple Primitives

    ExplainableML/sketch-primitives’s past year of commit activity
    Python 23 GPL-3.0 4 2 0 Updated Jan 19, 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 16 MIT 0 2 0 Updated Dec 27, 2023
  • ProbVLM Public

    ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

    ExplainableML/ProbVLM’s past year of commit activity
    Python 26 MIT 2 3 0 Updated Dec 21, 2023
  • Deep-Graph-Persistence Public

    Code for the paper "Addressing caveats of neural persistence with deep graph persistence".

    ExplainableML/Deep-Graph-Persistence’s past year of commit activity
    Python 4 0 0 0 Updated Nov 29, 2023
  • 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
    12 0 0 0 Updated Nov 20, 2023

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