Work

PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering

Year: 2024

Type: conference-paper

Abstract: an oil painting of an eiffel tower in the distance, Van Gogh Style an oil painting of a shopping mall in the distance, Van Gogh Style a pencil drawing of a car and a willow, black and white painting a pencil drawing of buildings in the distance, black and white painting a cartoon animation of an elephant in the forest a cartoon animation of a cabinet a professional photograph of a wet puppy in a pool, ultra realistic a professional photograph of a castle in the distance, ultra realistic Figure 1: Displayed are the results generated using PrimeComposer, showcasing its prowess across various domains: oil painting, sketching, cartoon animation, and photorealism.

Source: ACM International Conference on Multimedia (ACM MM)

DOI: 10.1145/3664647.3680848

Authors: Yibin Wang, Weizhong Zhang, Jianwei Zheng, Cheng Jin

Institutions: Fudan University, Zhejiang University of Technology

Language: English

Topic: Generative Adversarial Networks and Image Synthesis

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

Funder: Science and Technology Commission of Shanghai Municipality

Award: G7911025937