2 papers
cs.CV2026
When Text-to-Image Helps Editing: The Effects of Conditioning During Denoising
Lidia Troeshestova, Alexander Ustyuzhanin, Sergey Kastryulin
Unified models are trained for both instruction-based image editing and text-to-image (T2I) generation, but standard editing pipelines keep source-image conditioning throughout den…
cs.CV2026
DuET: Dual Expert Trajectories for Diffusion Image Editing
Lidia Troeshestova, Alexander Ustyuzhanin, Sergey Kastryulin
Recent diffusion editors perform diverse instruction-based edits while conditioning on the source image at every denoising step. Yet persistent source-image conditioning can limit…