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HJ-harry/README.md

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😄 Hello, I'm Hyungjin Chung, Ph.D student in BISPL, Korea Advanced Inst. of Science & Technology (KAIST).


👊 Diffusion models for inverse problems enthusiast. Check out my recent works and repositories!


Recent activities



Pinned

  1. DiffusionMBIR DiffusionMBIR Public

    Official PyTorch implementation of the CVPR 2023 paper "Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models (https://arxiv.org/abs/2211.10655)"

    Python 125 7

  2. BlindDPS/blind-dps BlindDPS/blind-dps Public

    An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)

    Python 79 6

  3. DPS2022/diffusion-posterior-sampling DPS2022/diffusion-posterior-sampling Public

    Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

    Python 324 29

  4. MCG_diffusion MCG_diffusion Public

    Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (https://arxiv.org/abs/2206.00941)"

    Python 198 22

  5. score-MRI score-MRI Public

    Python 128 20

  6. CDDB CDDB Public

    Official PyTorch implementation of [Direct Diffusion Bridge using Data Consistency for Inverse Problems](https://arxiv.org/abs/2305.19809)

    Python 24