Sangkyung Kwak
[P2] DreamControl: Human-Inspired Whole-Body Humanoid Control for Scene Interaction via Guided Diffusion
Dvij Kalaria,
Sudarshan S Harithas,
Pushkal Katara,
Sangkyung Kwak,
Sarthak Bhagat,
Shankar Sastry,
Srinath Sridhar,
Sai Vemprala,
Ashish Kapoor,
Jonathan Huang
preprint.
paper
[P1] FontAdapter: Instant Font Adaptation in Visual Text Generation
Myungkyu Koo,
Subin Kim,
Sangkyung Kwak,
Jaehyun Nam,
Seojin Kim,
Jinwoo Shin
preprint.
paper
[C6] StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
Younghyun Kim*,
Jongheon Jeong*,
Sangkyung Kwak,
Kyungmin Lee,
Juho Lee,
Jinwoo Shin
IJCAI 2025
paper
[C5] Controllable Human Image Generation with Personalized Multi-Garments
Yisol Choi,
Sangkyung Kwak,
Sihyun Yu,
Hyungwon Choi,
Jinwoo Shin
CVPR 2025
paper |
project page
[C4] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
Sihyun Yu,
Sangkyung Kwak,
Huiwon Jang,
Jongheon Jeong,
Jonathan Huang,
Jinwoo Shin,
Saining Xie
ICLR 2025
Oral Presentation (213/11672=1.82%)
paper |
project page |
code
[C3] Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
Kyungmin Lee,
Sangkyung Kwak,
Kihyuk Sohn,
Jinwoo Shin
NeurIPS 2024
paper |
project page |
code
[C2] Improving Diffusion Models for Virtual Try-On
Yisol Choi,
Sangkyung Kwak,
Kyungmin Lee,
Hyungwon Choi,
Jinwoo Shin
ECCV 2024
paper |
project page |
code
[J1/W2] Few-shot Anomaly Detection via Personalization
Sangkyung Kwak,
Jongheon Jeong,
Hankook Lee,
Woohyuk Kim,
Dongho Seo,
Woojin Yun,
Wonjin Lee,
Jinwoo Shin
IEEE Access, ICMLW 2023
paper
[C1] Beyond Instructions: A Taxonomy of Information Types in How-to Videos
Saelyne Yang,
Sangkyung Kwak*,
Juhoon Lee*,
Juho Kim
CHI 2023
paper |
project page
[W1] Improving Video Interfaces by Presenting Informational Units of Videos
Saelyne Yang,
Sangkyung Kwak,
Taesoo Kim,
Juho Kim
CHIW 2022
paper