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@ExplainableML

EML Tübingen

Explainable Machine Learning group at the University of Tübingen

Popular repositories

  1. czsl czsl Public

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

    Python 107 24

  2. UncerGuidedI2I UncerGuidedI2I Public

    Uncertainty Guided Progressive GANs for Medical Image Translation

    Jupyter Notebook 49 11

  3. 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

  4. BayesCap BayesCap Public

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

    Jupyter Notebook 46 3

  5. 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

  6. AVCA-GZSL AVCA-GZSL Public

    This repository contains the code for our CVPR 2022 paper on "Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language"

    Python 32 1

Repositories

Showing 10 of 33 repositories
  • uot-fm Public

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

    Python 9 MIT 2 1 0 Updated May 15, 2024
  • Vision_by_Language Public

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

    Python 26 1 1 0 Updated Mar 2, 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]

    4 MIT 0 0 0 Updated Feb 20, 2024
  • sketch-primitives Public

    ECCV 2022: Abstracting Sketches through Simple Primitives

    Python 23 GPL-3.0 4 1 0 Updated Jan 19, 2024
  • in-context-impersonation Public

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

    Python 15 MIT 0 2 0 Updated Dec 27, 2023
  • ProbVLM Public

    ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models

    Python 24 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".

    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

    11 0 0 0 Updated Nov 20, 2023
  • ReGaDa Public

    BMVC 2023: Video-adverb retrieval with compositional adverb-action embeddings

    Python 5 GPL-3.0 0 1 0 Updated Nov 17, 2023
  • Python 13 0 0 0 Updated Nov 2, 2023

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