no code implementations • 24 May 2024 • Zeen Song, Siyu Zhao, Xingyu Zhang, Jiangmeng Li, Changwen Zheng, Wenwen Qiang
To address this, we propose the Invariant Causal Mechanism of CLIP (CLIP-ICM), an algorithm designed to provably identify invariant latent factors with the aid of interventional data, and perform accurate prediction on various domains.
no code implementations • 9 May 2024 • Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker Denny, Bayan Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang
In this study, we utilized statistical analysis and machine learning methods to examine whether rehabilitation exercises can improve patients post-stroke functional abilities, as well as forecast the improvement in functional abilities.
no code implementations • 24 Mar 2024 • Linzhi Wu, Xingyu Zhang, Yakun Zhang, Changyan Zheng, Tiejun Liu, Liang Xie, Ye Yan, Erwei Yin
Lip reading, the process of interpreting silent speech from visual lip movements, has gained rising attention for its wide range of realistic applications.
no code implementations • 16 Apr 2022 • Zijian Jin, Xingyu Zhang, Mo Yu, Lifu Huang
Script knowledge is critical for humans to understand the broad daily tasks and routine activities in the world.
no code implementations • 8 May 2019 • Xingyu Zhang, Namiko Mitarai
We propose a model that includes a simplified regulatory dynamics of the tumbling frequency in individual cells to clarify the role of finite response time.