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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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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

[Preprint] CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

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

[ECCV 2024] Blind image deblurring with noise-robust kernel estimation

C Lee, J Kim, S Lee, J Jung, Y Cho, T Kim, T Jo, M Lee, M Jang

[ECCV 2024] DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation

J Kim*, GY Park*, JC Ye

[Preprint] 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 Loading

  1. CFGpp-diffusion/CFGpp CFGpp-diffusion/CFGpp Public

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

    Python 161 5

  2. 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 47 3

  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 105 10

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

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

    Python 425 46

  5. DreamSampler/dream-sampler DreamSampler/dream-sampler Public

    The official repository for DreamSampler (ECCV24)

    Python 23 1

  6. phase_retrieval_algorithms phase_retrieval_algorithms Public

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

    Python 10 1