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Multimodal Diffusion Models for Editing by K V B Chandra Sekhar Reddy is a document available to read on EtoBox.

What is Multimodal Diffusion Models for Editing about?

The document introduces MMaDA-Parallel, a parallel multimodal diffusion framework designed to enhance thinking-aware image editing and generation by allowing continuous interaction between text and images, thus reducing performance degradation caused by error propagation in autoregressive models. It also presents ParaBench, a new benchmark for evaluating output alignment between generated reasoning and final images, revealing that poor alignment correlates with performance drops. The proposed framework, tra

Author

K V B Chandra Sekhar Reddy

Language

EN