Sangkyung Kwak
5 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (1)
ECCV (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
text-to-image diffusion
(2)
zero-shot learning
(1)
image generation
(1)
domain generalization
(1)
model merging
(1)
diffusion model
(1)
spurious correlation
(1)
controllable generation
(1)
virtual try-on
(1)
model customization
(1)
human image generation
(1)
prompt fidelity
(1)
subject fidelity
(1)
garment extraction
(1)
garment image extraction
(1)
representation learning
(1)
garment image
(1)
Papers
Controllable Human Image Generation with Personalized Multi-Garments
CVPR 2025
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
ICLR 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
IJCAI 2025
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
NIPS 2024
Improving Diffusion Models for Authentic Virtual Try-on in the Wild
ECCV 2024