Papers2

#Diffusion Transformer

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing

Dianyi Wang, Ruihang Li et al.Feb 12arXiv

DeepGen 1.0 is a small 5B-parameter model that can both make new images and smartly edit existing ones from text instructions.

#Unified multimodal model#Stacked Channel Bridging#Think tokens

Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Beginner

Xingyu Zhou, Qifan Li et al.Dec 30arXiv

This paper shows a simple way to make image-generating AIs (diffusion Transformers) produce clearer, more accurate pictures by letting the model guide itself from the inside.

#Internal Guidance#Diffusion Transformer#Intermediate Supervision