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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



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

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

    Python 407 45

  2. CFGpp-diffusion/CFGpp CFGpp-diffusion/CFGpp Public

    Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models"

    Python 143 4

  3. 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 221 22

  4. 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 145 12

  5. 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 96 8

  6. score-MRI score-MRI Public

    Python 139 21