kwonminki / one-sentence_diffusion_summary

The repo for studying and sharing diffusion models.

• 👋 Hi, I’m Mingi Kwon

• 👀 I’m interested in Diffusion Models

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

• 💞️ I’m looking to collaborate on any study

• 📫 You can reach me at [email protected]

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

• My CV link

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
[~]