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AIWalker
AIWalker
Apr 10, 2025 · Artificial Intelligence

DCEdit: Precise Text-Guided Image Editing that Preserves Backgrounds

DCEdit introduces a precise semantic localization strategy and a dual-level control mechanism for text‑guided image editing, delivering superior background preservation and editing quality, as demonstrated on the new RW‑800 benchmark and extensive comparisons with state‑of‑the‑art diffusion models.

AIDiffusion Modelsbenchmark
0 likes · 16 min read
DCEdit: Precise Text-Guided Image Editing that Preserves Backgrounds
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Oct 16, 2024 · Artificial Intelligence

How VICTORIA Revolutionizes Multi‑Object Image Editing with Language‑Aware Diffusion

The VICTORIA algorithm, presented by Alibaba Cloud AI Platform PAI and South China University of Technology at ACM MM 2024, leverages linguistic dependency parsing to guide cross‑attention in Stable Diffusion, enabling accurate, training‑free multi‑object image editing while preserving spatial structure and achieving state‑of‑the‑art results on benchmark datasets.

AI researchDiffusion ModelsStable Diffusion
0 likes · 10 min read
How VICTORIA Revolutionizes Multi‑Object Image Editing with Language‑Aware Diffusion