Soobin Um

14 papers A* 4Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MotionCFG: Boosting Motion Dynamics via Stochastic Concept Perturbation.
CoRR
Byungjun Kim, Soobin Um, Jong Chul Ye
2025 A* conf
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation.
ICML
Soobin Um, Beomsu Kim, Jong Chul Ye
2025 J jnl
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation.
CoRR
Soobin Um, Beomsu Kim, Jong Chul Ye
2025 J jnl
Diverse Text-to-Image Generation via Contrastive Noise Optimization.
CoRR
Byungjun Kim, Soobin Um, Jong Chul Ye
2025 A* conf
Minority-Focused Text-to-Image Generation via Prompt Optimization.
CVPR
Soobin Um, Jong Chul Ye
2025 J jnl
Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models.
CoRR
Dongjin Seo, Soobin Um, Sangbin Lee, Jong Chul Ye, Haejun Chung
2024 A* conf
Don't Play Favorites: Minority Guidance for Diffusion Models.
ICLR
Soobin Um, Suhyeon Lee, Jong Chul Ye
2024 J jnl
MinorityPrompt: Text to Minority Image Generation via Prompt Optimization.
CoRR
Soobin Um, Jong Chul Ye
2024 — conf
Self-Guided Generation of Minority Samples Using Diffusion Models.
ECCV (68)
Soobin Um, Jong Chul Ye
2024 J jnl
Self-Guided Generation of Minority Samples Using Diffusion Models.
CoRR
Soobin Um, Jong Chul Ye
2023 A* conf
A Fair Generative Model Using LeCam Divergence.
AAAI
Soobin Um, Changho Suh
2023 J jnl
Don't Play Favorites: Minority Guidance for Diffusion Models.
CoRR
Soobin Um, Jong Chul Ye
2018 J jnl
Applying Case-Based Reasoning to Tactical Cognitive Sensor Networks for Dynamic Frequency Allocation.
Sensors
Jae Hoon Park, Won Cheol Lee, Joo Pyoung Choi, Jeung Won Choi, Soobin Um
2017 — conf
A computationally efficient FBMC transceiver based on modified PPFB structure.
ICTC
Jae Hoon Park, Deok Won Yun, Won Cheol Lee, Soobin Um, Kwang Eog Lee