Trong-Tung Nguyen — accepted AI-conference papers

2026

InverFill: One-Step Inversion for Enhanced Few-Step Diffusion Inpainting

Duc Vu, Kien Nguyen, Trong-Tung Nguyen, Ngan Nguyen, Phong Nguyen, Khoi Nguyen +2

CVPR 2026

Recent diffusion-based models achieve photorealism in image inpainting but require many sampling steps, limiting practical use. Few-step text-to-image models offer faster generation, but naively applying them to inpainting yields poor harmonization and artifacts between the background and inpainted

Cited by 0 Source ↗Scholar ↗

2025

SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion

Trong-Tung Nguyen, Quang Nguyen, Khoi Nguyen, Anh Tran, Cuong Pham

CVPR 2025poster

Recent advances in text-guided image editing enable users to perform image edits through simple text inputs, leveraging the extensive priors of multi-step diffusion-based text-to-image models. However, these methods often fall short of the speed demands required for real-world and on-device applicat…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗