Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing

Published in IEEE Transactions on Neural Networks and Learning Systems, 1-15, 2026

Wanglong Lu, Lingming Su, Kaijie Shi, Minglun Gong, Xiaogang Jin, Hanli Zhao, Xianta Jiang

Brief description:

This work studies tuning-free latent diffusion models for ultrahigh-resolution image editing, targeting scalable image editing without per-image fine-tuning.