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20202026
most citedPredict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model

3 citations · 4 across the 6 of their papers we have counts for

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Showing 2026 · cs.CVShow all

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cs.CV2026

Mise-en-Scène: Implicit Layout Emergence in Diffusion Transformers for Human-AI Design Co-Creation

Zipeng Xu, Ryan Murdock, Umberto Michieli

Automating graphic design synthesis from user-provided elements requires both a coherent overall composition and the exact preservation of each asset. Existing methods predict a la…