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  • šŸ‘‹ Hi, Iā€™m Mingi Kwon

  • šŸ‘€ Iā€™m interested in Diffusion Models

  • šŸŒ± I'm a Ph.D. student at Yonsei University (started in 2021.03 - the 4th semester).

  • šŸ’žļø Iā€™m looking to collaborate on any study

  • šŸ“« You can reach me at [email protected]

  • ā˜• If you'd like to buy me a coffee, you can find me [here]

  • My CV link

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My recent papers
$\heartsuit$ : first author or co-first author

Plug-and-Play Diffusion Distillation
[CVPR2024]

$\heartsuit$ Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
[Neurips2023] [paper] [code]

$\heartsuit$ Training-free Style Transfer Emerges from h-space in Diffusion models
[WACV2024] [paper] [project page] [code]

$\heartsuit$ Diffusion Models already have a Semantic Latent Space
[ICLR2023 spotlight] [20 Oct 2022] [paper] [project page] [code]

FurryGAN: High Quality Foreground-aware Image Synthesis
[ECCV2022] [22 Aug 2022] [paper] [project page]

$\heartsuit$ Unsupervised Discovery of Semantic Latent Directions in Diffusion Models
[Just arxving] [paper] -> developed to Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry. But the content is very different.

$\heartsuit$ Attribute Based Interpretable Evaluation Metrics for Generative Models
[~] [paper]

$\heartsuit$ Comming Soon text-to-video paper
[~]

Coming Soon Motion Customization Video Diffusion Model paper
[~]

kwonminki's Projects

asyrp_official icon asyrp_official

official repo for Asyrp : Diffusion Models already have a Semantic Latent Space (ICLR2023)

awesome-diffusion-models-1 icon awesome-diffusion-models-1

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

diffusionclip icon diffusionclip

[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models

piano icon piano

Detect & Recommand Fingering

prml icon prml

PRML study (pattern recognition & machine learning, Bishop)

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