Kiyoung Om

According to our database, Kiyoung Om authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Diffusion Fine-Tuning via Reparameterized Policy Gradient of the Soft Q-Function.

Hyeongyu Kang, Jaewoo Lee, Woocheol Shin, Kiyoung Om, Jinkyoo Park

CoRR, December, 2025

Diffusion Alignment as Variational Expectation-Maximization.

Jaewoo Lee, Minsu Kim, Sanghyeok Choi, Inhyuck Song, Sujin Yun, Hyeongyu Kang, Woocheol Shin, Taeyoung Yun, Kiyoung Om, Jinkyoo Park

CoRR, October, 2025

Posterior Inference in Latent Space for Scalable Constrained Black-box Optimization.

Kiyoung Om, Kyuil Sim, Taeyoung Yun, Hyeongyu Kang, Jinkyoo Park

CoRR, July, 2025

Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization.

Taeyoung Yun, Kiyoung Om, Jaewoo Lee, Sujin Yun, Jinkyoo Park

Proceedings of the Forty-second International Conference on Machine Learning, 2025