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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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jeongsol-kim/README.md

😄 Hi, I'm a 4th years Ph.D student at Korea Advanced Inst. of Science & Technology (KAIST).


📖 My primary research focus is the diffusion model. I've solved image manipulation, generation and inverse problems by regulating the diffusion sampling process. Currently, I'm expanding my interests to flow-based models.

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

💡 Focusing on easy-to-use, easy-to-read code.

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

📚 For the recent publications, please visit my google scholar.


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  1. CFGpp-diffusion/CFGpp Public

    Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models" (ICLR2025)

    Python 193 6

  2. TReg-inverse/TReg Public

    Official repository for "Regularization by Texts for Latent Diffusion Inverse Solvers" (ICLR2025 spotlight)

    Python 11

  3. DreamSampler/dream-sampler Public

    The official repository for DreamSampler (ECCV24)

    Python 34 1

  4. EnergyAttention/Energy-Based-CrossAttention Public

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

    Python 48 3

  5. BlindDPS/blind-dps Public

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

    Python 113 13

  6. DPS2022/diffusion-posterior-sampling Public

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

    Python 490 60