no code implementations • 10 Oct 2023 • Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan
The ability to navigate robots with natural language instructions in an unknown environment is a crucial step for achieving embodied artificial intelligence (AI).
no code implementations • 9 Oct 2023 • Guanqi Chen, Guanbin Li
Cardiac function assessment aims at predicting left ventricular ejection fraction (LVEF) given an echocardiogram video, which requests models to focus on the changes in the left ventricle during the cardiac cycle.
1 code implementation • 2 Jul 2022 • Haifan Gong, Hui Cheng, Yifan Xie, Shuangyi Tan, Guanqi Chen, Fei Chen, Guanbin Li
Thyroid nodule classification aims at determining whether the nodule is benign or malignant based on a given ultrasound image.
1 code implementation • 24 Jun 2022 • Yupu Lu, ShiJie Lin, Guanqi Chen, Jia Pan
Deep learning models are able to approximate one specific dynamical system but struggle at learning generalisable dynamics, where dynamical systems obey the same laws of physics but contain different numbers of elements (e. g., double- and triple-pendulum systems).
no code implementations • 22 Jan 2020 • Haofeng Li, Guanbin Li, BinBin Yang, Guanqi Chen, Liang Lin, Yizhou Yu
The proposed algorithm for the first time achieves competitive accuracy and high inference efficiency simultaneously with a single CPU thread.
2 code implementations • ICCV 2019 • Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu
In this paper, we develop a multi-task motion guided video salient object detection network, which learns to accomplish two sub-tasks using two sub-networks, one sub-network for salient object detection in still images and the other for motion saliency detection in optical flow images.