Mingi Kwon
9 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Prolific Year · Productive
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Research topics
Deep Learning
(6)
Models
(6)
Computer Vision
(4)
Generation
(4)
Machine Learning
(3)
Learning Types · Deep Learning
(2)
Processing
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
diffusion model
(5)
image generation
(3)
classifier-free guidance
(2)
image editing
(2)
singular value decomposition
(1)
riemannian geometry
(1)
generative model
(1)
score function
(1)
latent space
(1)
feature injection
(1)
latent diffusion
(1)
inference acceleration
(1)
skip connection
(1)
sampling trajectory
(1)
image manipulation
(1)
inference speedup
(1)
pullback metric
(1)
latent space analysis
(1)
content injection
(1)
latent editing
(1)
Papers
TCFG: Tangential Damping Classifier-free Guidance
CVPR 2025
Attribute Based Interpretable Evaluation Metrics for Generative Models
ICML 2024
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models
ECCV 2024
HARIVO: Harnessing Text-to-Image Models for Video Generation
ECCV 2024
Plug-and-Play Diffusion Distillation
CVPR 2024
Training-Free Content Injection Using H-Space in Diffusion Models
WACV 2024
Diffusion Models Already Have A Semantic Latent Space
ICLR 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
NeurIPS 2023
FurryGAN: High Quality Foreground-Aware Image Synthesis
ECCV 2022