SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

Jierun Chen; Dongting Hu; Xijie Huang; Huseyin Coskun; Arpit Sahni; Aarush Gupta; Anujraaj Goyal; Dishani Lahiri; Rajesh Singh; Yerlan Idelbayev; Junli Cao; Yanyu Li; Kwang-Ting Cheng; S.-H. Gary Chan; Mingming Gong; Sergey Tulyakov; Anil Kag; Yanwu Xu; Jian Ren

doi:10.1109/cvpr52734.2025.00749

CVPR2025顶会

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

Jierun Chen, Dongting Hu, Xijie Huang, Huseyin Coskun, Arpit Sahni, Aarush Gupta, Anujraaj Goyal, Dishani Lahiri, Rajesh Singh, Yerlan Idelbayev, Junli Cao, Yanyu Li

arXiv DOI 出版方

2025年份

10顶会引用

摘要

3 HKUST 4 MBZUAI * Equal contribution † Equal advising Project Page: https://snap-research.github.io/snapgen "…, young sudanese female, glamour, natural, front view, extreme detailed and texture skin, …" "a dolphin in an astronaut suit, Animals, Simple Detail" "an old raccoon wearing a top hat and holding an apple, oil painting in the style of van gogh, …" "… llama wearing sunglasses standing on the deck of a spaceship with the Earth in the background, …"