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giannisdaras/README.md

CSAIL MIT Postdoc.

Working on learning generative models from corrupted data.

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  1. ambient-omni ambient-omni Public

    Ambient-o: Training Good models with Bad Data. Code release coming soon 👀

    17

  2. ambient-diffusion ambient-diffusion Public

    [NeurIPS 2023] Official Implementation: "Ambient Diffusion: Learning Clean Distributions from Corrupted Data"

    Python 80 11

  3. ambient-tweedie ambient-tweedie Public

    [ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"

    Python 53 5

  4. ambient-laws ambient-laws Public

    [ICLR 2025]: How much is a noisy image worth? 👀

    Python 7 1

  5. ilo ilo Public

    [ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

    Python 120 11

  6. explosion/spaCy explosion/spaCy Public

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Python 31.8k 4.5k