2 papers
cs.CV2026
Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation Loss
Minsu Gong, Nuri Ryu, Jungseul Ok +1
Recent advances in image editing leverage latent diffusion models (LDMs) for versatile, text-prompt-driven edits across diverse tasks. Yet, maintaining pixel-level edge structures-…
cs.CV2024
Addressing Text Embedding Leakage in Diffusion-based Image Editing
Sunung Mun, Jinhwan Nam, Sunghyun Cho +1
Text-based image editing, powered by generative diffusion models, lets users modify images through natural-language prompts and has dramatically simplified traditional workflows. D…