FaceChain: A Playground for Human-centric Artificial Intelligence Generated Content

1 code implementation • 28 Aug 2023 • Yang Liu, Cheng Yu, Lei Shang, Yongyi He, Ziheng Wu, Xingjun Wang, Chao Xu, Haoyu Xie, Weida Wang, Yuze Zhao, Lin Zhu, Chen Cheng, Weitao Chen, Yuan YAO, Wenmeng Zhou, Jiaqi Xu, Qiang Wang, Yingda Chen, Xuansong Xie, Baigui Sun

In this paper, we present FaceChain, a personalized portrait generation framework that combines a series of customized image-generation model and a rich set of face-related perceptual understanding models (\eg, face detection, deep face embedding extraction, and facial attribute recognition), to tackle aforementioned challenges and to generate truthful personalized portraits, with only a handful of portrait images as input.

Attribute Potrait Generation +1

Rethink Long-tailed Recognition with Vision Transformers

no code implementations • 28 Feb 2023 • Zhengzhuo Xu, Shuo Yang, Xingjun Wang, Chun Yuan

Hence, we propose to adopt unsupervised learning to utilize long-tailed data.

M2-Net: Multi-stages Specular Highlight Detection and Removal in Multi-scenes

1 code implementation • 20 Jul 2022 • Zhaoyangfan Huang, Kun Hu, Xingjun Wang

The framework consists of three main components, highlight feature extractor module, highlight coarse removal module, and highlight refine removal module.

Highlight Detection highlight removal

HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing

no code implementations • Findings (ACL) 2022 • Yanzhao Zheng, Haibin Wang, Baohua Dong, Xingjun Wang, Changshan Li

In this work, we propose a History Information Enhanced text-to-SQL model (HIE-SQL) to exploit context-dependence information from both history utterances and the last predicted SQL query.

Semantic Parsing Text-To-SQL