no code implementations • 2 Oct 2023 • Zhenhua Xu, Yujia Zhang, Enze Xie, Zhen Zhao, Yong Guo, Kwan-Yee. K. Wong, Zhenguo Li, Hengshuang Zhao
Multimodal large language models (MLLMs) have emerged as a prominent area of interest within the research community, given their proficiency in handling and reasoning with non-textual data, including images and videos.
1 code implementation • 21 Mar 2023 • Yuzhi Zhao, Lai-Man Po, Kangcheng Liu, Xuehui Wang, Wing-Yin Yu, Pengfei Xian, Yujia Zhang, Mengyang Liu
It addresses three common issues in the scribble-based video colorization area: colorization vividness, temporal consistency, and color bleeding.
no code implementations • 27 Jan 2023 • Mostafa Ahmadi, Amin Alizadeh Naeini, Mohammad Moein Sheikholeslami, Zahra Arjmandi, Yujia Zhang, Gunho Sohn
During a phase of feature tracking, this hybrid depth association module aims to maximize the use of more accurate depth information between the triangulated depth with visual features tracked and the deep learning-based corrected depth.
no code implementations • 2 Sep 2022 • Zhiwen Jing, Ziliang Zhao, Yang Feng, Xiaochen Ma, Nan Wu, Shengqiao Kang, Cheng Yang, Yujia Zhang, Hao Guo
Supply Chain Platforms (SCPs) provide downstream industries with numerous raw materials.
no code implementations • 16 Jul 2022 • Jianzhu Huai, Yukai Lin, Yujia Zhang
To this end, we propose procedures to convert a system model of affine control inputs with linear constraints into a constraint-free standard model which is apt to be analyzed by the classic observability analysis procedure.
1 code implementation • 21 Apr 2022 • Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, Yujia Zhang, Wei Liu, Chun-Kit Wong, Chiu-Sing Pang, Weifeng Ou, Wing-Yin Yu, Buhua Liu
On this basis, we formulate predictions as a mapping from parents' genetic factors to children's genetic factors, and disentangle them from external and variety factors.
Age-Invariant Face Recognition Image-to-Image Translation +2
no code implementations • 17 Jan 2022 • Alexander Ruch, Yujia Zhang, Michael Macy
We validate our measures of political alignment and lifestyle politics using the General Social Survey and find similar demographic entanglements with lifestyle politics existed before social media such as Facebook were ubiquitous, giving us strong confidence that our results are not due to echo chambers or filter bubbles.
1 code implementation • 22 Dec 2021 • Hansheng Xue, Vijini Mallawaarachchi, Yujia Zhang, Vaibhav Rajan, Yu Lin
We solve the binning problem by developing new algorithms for (i) graph representation learning that preserves both homophily relations and heterophily constraints (ii) constraint-based graph clustering method that addresses the problems of skewed cluster size distribution.
1 code implementation • 16 Dec 2021 • Yujia Zhang, Lai-Man Po, Xuyuan Xu, Mengyang Liu, Yexin Wang, Weifeng Ou, Yuzhi Zhao, Wing-Yin Yu
Moreover, we employ a joint optimization combining pretext tasks with contrastive learning to further enhance the spatio-temporal representation learning.
no code implementations • 27 Jul 2021 • Daping Zhang, Xin Chen, Yujia Zhang, Shihan Qin
Agriculture is the fundamental industry of the society, which is the basis of food supply and an important source of employment and GDP increase.
1 code implementation • 26 Apr 2021 • Yuzhi Zhao, Lai-Man Po, Wing-Yin Yu, Yasar Abbas Ur Rehman, Mengyang Liu, Yujia Zhang, Weifeng Ou
We propose a hybrid recurrent Video Colorization with Hybrid Generative Adversarial Network (VCGAN), an improved approach to video colorization using end-to-end learning.
1 code implementation • 7 Nov 2020 • Yujia Zhang, Qianzhong Li, Xiaoguang Zhao, Min Tan
It consists of three streams fusing the low-level spatial and the high-level contextual representations as well as the detailed boundary information.
no code implementations • 13 Oct 2020 • Jinting Wu, Yujia Zhang, Xiaoguang Zhao, Wenbin Gao
In order to solve this problem, we introduce a Generalized Zero-Shot Learning (GZSL) framework, which consists of three branches to infer the emotional state of the new body gestures with only their semantic descriptions.