1 code implementation • 2 Aug 2023 • Kaiqiang Wang, Li Song, Chutian Wang, Zhenbo Ren, Guangyuan Zhao, Jiazhen Dou, Jianglei Di, George Barbastathis, Renjie Zhou, Jianlin Zhao, Edmund Y. Lam
Then, we review how DL provides support for PR from the following three stages, namely, pre-processing, in-processing, and post-processing.
no code implementations • 22 Jul 2023 • Guangyuan Zhao, Xin Shu, Renjie Zhou
Optical computing systems provide high-speed and low-energy data processing but face deficiencies in computationally demanding training and simulation-to-reality gaps.
no code implementations • 25 Oct 2022 • Xin Shu, Mengxuan Niu, Yi Zhang, Renjie Zhou
Single neural networks have achieved simultaneous phase retrieval with aberration compensation and phase unwrapping in off-axis Quantitative Phase Imaging (QPI).
no code implementations • 14 Mar 2022 • Renjie Zhou, Qiang Hu, Jian Wan, Jilin Zhang, Qiang Liu, Tianxiang Hu, Jianjun Li
The model first trains the sentence pairs in the text, calculate similarity between sentence pairs, and fine-tunes BERT used for the named entity recognition task according to the similarity, so as to alleviate word ambiguity.
no code implementations • 8 Sep 2020 • Jinlong Zhu, Ni Zhao, Renjie Zhou
Close to half of the world population have smartphones, while a typical flagship smartphone today has been integrated with more than 20 smart components and sensors, making a smartphone a highly integrated platform that can potentially mimic the five senses of humans.