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@genwro-ai

genwro.AI

We are a research group specializing in artificial intelligence, with a particular focus on machine learning and generative models.
README.md

Through constant innovation and continuous pursuit of excellence, we strive to redefine the boundaries of what is possible in the world of artificial intelligence. Our pioneering research drives the development of cutting-edge algorithms and techniques, enabling the creation of more reliable and intelligent machine learning systems. We consistently contribute research showcased at premier AI conferences like NeurIPS, AAAI, ICML, ICLR.

We cooperate with various research centers, including University of Cambridge, Imperial College London, Tooploox, Warsaw University of Technology, ETH Zurich, UCD Dublin, GMUM, Jagiellonian University in Kraków.

Our areas of focus include:

  • Generative models,
  • 3D representation learning,
  • Few-shot learning,
  • Uncertainty estimation and out-of-distribution detection,
  • Computer vision (segmentation, image restoration, image and video generation),
  • AI in biochemistry.

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  1. V4FinBench V4FinBench Public

    Public corporate distress prediction benchmark over Visegrád Group economies (2006–2021). Reference evaluations for tabular baselines, TabPFN, and Llama-3 QLoRA.

    Python

  2. ito-vision ito-vision Public

    Forked from WojciechKoz/ito-vision

    Diffusion-based generative models formulated through stochastic differential equations

    Python

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