Duc Kieu

2 accepted papers

2026

Universal Multi-Domain Translation via Diffusion Routers

Duc Kieu, Kien Do, Tuan Hoang, Thao Minh Le, Tung Kieu, Dang Nguyen +1

ICLR 2026poster

Multi-domain translation (MDT) aims to learn translations between multiple domains, yet existing approaches either require fully aligned tuples or can only handle domain pairs seen in training, limiting their practicality and excluding many cross-domain mappings. We introduce universal MDT (UMDT), a…

Cited by 0 Source ↗code ↗Scholar ↗

2025

h-Edit: Effective and Flexible Diffusion-Based Editing via Doob's h-Transform

Toan Nguyen, Kien Do, Duc Kieu, Thin Nguyen

CVPR 2025poster

We introduce a theoretical framework for diffusion-based image editing by formulating it as a reverse-time bridge modeling problem. This approach modifies the backward process of a pretrained diffusion model to construct a bridge that converges to an implicit distribution associated with the editing…

Cited by 2 Source ↗PDF ↗code ↗Scholar ↗