2 papers
cs.CV2026
STEDiff: Strengthening Text Embedding for Text-to-Image Alignment in Diffusion Model
Hailan Zhang, Haipeng Liu, Bo Fu +1
Although pretrained text-to-image (T2I) generation models can produce high-quality images, they often fail to faithfully reflect the semantic intent of complex prompts due to stoch…
cs.CV2025
MDE-Edit: Masked Dual-Editing for Multi-Object Image Editing via Diffusion Models
Hongyang Zhu, Haipeng Liu, Bo Fu +1
Multi-object editing aims to modify multiple objects or regions in complex scenes while preserving structural coherence. This task faces significant challenges in scenarios involvi…