2 code implementations • 7 Oct 2023 • Ziheng Wu, Jiaqi Xu, Xinyi Zou, Kunzhe Huang, Xing Shi, Jun Huang
By training a digital doppelganger of a specific user ID using 5 to 20 relevant images, the finetuned model (according to the trained LoRA model) allows for the generation of AI photos using arbitrary templates.
no code implementations • 11 Sep 2023 • Chengyu Wang, Zhongjie Duan, Bingyan Liu, Xinyi Zou, Cen Chen, Kui Jia, Jun Huang
Text-to-image synthesis for the Chinese language poses unique challenges due to its large vocabulary size, and intricate character relationships.
3 code implementations • 27 Aug 2022 • Ziheng Wu, Xinyi Zou, Wenmeng Zhou, Jun Huang
We develop an all-in-one computer vision toolbox named EasyCV to facilitate the use of various SOTA computer vision methods.
1 code implementation • 16 Jul 2022 • Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang
Extensive experiments on both in-the-lab and in-the-wild compound expression datasets demonstrate the superiority of our proposed CDNet against several state-of-the-art FSL methods.
cross-domain few-shot learning Facial Expression Recognition +1
no code implementations • 18 Jan 2022 • Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang
To alleviate the problem of limited base classes in our FER task, we propose a novel Emotion Guided Similarity Network (EGS-Net), consisting of an emotion branch and a similarity branch, based on a two-stage learning framework.
cross-domain few-shot learning Facial Expression Recognition +1