Sangkyung Kwak

According to our database, Sangkyung Kwak authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

FontAdapter: Instant Font Adaptation in Visual Text Generation.

Myungkyu Koo, Subin Kim, Sangkyung Kwak, Jaehyun Nam, Seojin Kim, Jinwoo Shin

CoRR, June, 2025

StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment.

Younghyun Kim, Jongheon Jeong, Sangkyung Kwak, Kyungmin Lee, Juho Lee, Jinwoo Shin

CoRR, May, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Controllable Human Image Generation with Personalized Multi-Garments.

Yisol Choi, Sangkyung Kwak, Sihyun Yu, Hyungwon Choi, Jinwoo Shin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Improving Diffusion Models for Virtual Try-on.

Yisol Choi, Sangkyung Kwak, Kyungmin Lee, Hyungwon Choi, Jinwoo Shin

CoRR, 2024

Direct Consistency Optimization for Compositional Text-to-Image Personalization.

Kyungmin Lee, Sangkyung Kwak, Kihyuk Sohn, Jinwoo Shin

CoRR, 2024

Few-Shot Anomaly Detection via Personalization.

Sangkyung Kwak, Jongheon Jeong, Hankook Lee, Woohyuck Kim, Dongho Seo, Woojin Yun, Wonjin Lee, Jinwoo Shin

IEEE Access, 2024

Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models.

Kyungmin Lee, Sangkyung Kwak, Kihyuk Sohn, Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Improving Diffusion Models for Authentic Virtual Try-on in the Wild.

Yisol Choi, Sangkyung Kwak, Kyungmin Lee, Hyungwon Choi, Jinwoo Shin

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Beyond Instructions: A Taxonomy of Information Types in How-to Videos.

Saelyne Yang, Sangkyung Kwak, Juhoon Lee, Juho Kim

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023