CVPR2025

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

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

Abstract

Figure 1. SwiftEdit empowers instant, localized image editing using only text prompts, freeing users from the need to define masks. In just 0.23 seconds on a single A100 GPU, it unlocks a world of creative possibilities demonstrated across diverse editing scenarios.