no code implementations • 3 Jul 2023 • Xiaoyu Shi, Shurong Chai, Yinhao Li, Jingliang Cheng, Jie Bai, Guohua Zhao, Yen-Wei Chen
However, for medical images with small dataset sizes, deep learning methods struggle to achieve better results on real-world image datasets.
no code implementations • 2 Nov 2022 • Jie Bai, Xin Fang, Jianwu Fang, Jianru Xue, Changwei Yuan
To this end, we formulate a deep virtual to real distillation framework by introducing the synthetic data that can be generated conveniently, and borrow the abundant information of pedestrian movement in synthetic videos for the pedestrian crossing prediction in real data with a simple and lightweight implementation.
1 code implementation • 28 Apr 2022 • Lianqing Zheng, Zhixiong Ma, Xichan Zhu, Bin Tan, Sen Li, Kai Long, Weiqi Sun, Sihan Chen, Lu Zhang, Mengyue Wan, Libo Huang, Jie Bai
The next-generation high-resolution automotive radar (4D radar) can provide additional elevation measurement and denser point clouds, which has great potential for 3D sensing in autonomous driving.
no code implementations • 30 Sep 2019 • Jie Bai, Linjing Li, Daniel Zeng
Inspired by a cognitive model of human memory, we propose a network representation learning scheme.