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jeongsol-kim/README.md

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😄 Hello, I'm a Ph.D candidate at Dept. of Bio and Brain Engineering, Korea Advanced Inst. of Science & Technology (KAIST).


👊 Main programming language is Python. Love Pytorch and JAX by google.

💡 Trying to learn various programming languages such as Javascript, C++ and C#, and rust.

🔎 Visit my website if you're interested in :)


Recent activities




Recent Publications

DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation

J Kim*, GY Park*, JC Ye

Regularization by Texts for Latent Diffusion Inverse Solvers

J Kim*, GY Park*, H Chung, JC Ye

[NeurIPS 2023] Direct diffusion bridge using data consistency for inverse problems

H Chung, J Kim, JC Ye

[NeurIPS 2023] Energy-based cross attention for bayesian context update in text-to-image diffusion models

GY Park*, J Kim*, B Kim, SW Lee, JC Ye

[CVPR 2023] Parallel diffusion models of operator and image for blind inverse problems

H Chung*, J Kim*, S Kim, JC Ye

[ICLR 2023] Diffusion posterior sampling for general noisy inverse problems (spotlight)

H Chung*, J Kim*, MT Mccann, ML Klasky, JC Ye

Pinned

  1. I'm an early 🐤 I'm an early 🐤
    1 
    🌞 Morning   106 commits  ███░░░░░░░░░░░░░░░░░░  14.4%
    2 
    🌆 Daytime   347 commits  █████████▊░░░░░░░░░░░  47.0%
    3 
    🌃 Evening   265 commits  ███████▌░░░░░░░░░░░░░  35.9%
    4 
    🌙 Night      20 commits  ▌░░░░░░░░░░░░░░░░░░░░   2.7%
  2. DPS2022/diffusion-posterior-sampling DPS2022/diffusion-posterior-sampling Public

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

    Python 331 29

  3. 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 80 6

  4. EnergyAttention/Energy-Based-CrossAttention EnergyAttention/Energy-Based-CrossAttention Public

    The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".

    Python 42 2

  5. phase_retrieval_algorithms phase_retrieval_algorithms Public

    Pytorch implementation for Error Reduction algorithm and Hybrid input-output algorithm.

    Python 7 1

  6. difference_finder difference_finder Public

    Pytorch image difference finder

    Python 6