HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition

1 code implementation • 18 Oct 2023 • Xudong Gao, Xiao Guang Gao, Jia Rong, Xiaowei Chen, Xiang Liao, Jun Chen

Although in high-noise settings, standard CNNs exhibit slightly greater robustness when compared to HB-net models, the models that combine the HB framework and EA mechanism achieve a comparable level of accuracy and resilience to ResNet50, despite having only three convolutional layers and approximately $1/30$ of the parameters.

Multi-Label Classification

Multi-channel deep convolutional neural networks for multi-classifying thyroid disease

no code implementations • 6 Mar 2022 • Xinyu Zhang, Vincent CS. Lee, Jia Rong, James C. Lee, Jiangning Song, Feng Liu

Therefore, this study proposed a novel multi-channel convolutional neural network (CNN) architecture to address the multi-class classification task of thyroid disease.

Benchmarking Binary Classification +2

Exploiting Review Neighbors for Contextualized Helpfulness Prediction

no code implementations • 17 Jun 2020 • Jiahua Du, Jia Rong, Hua Wang, Yanchun Zhang

Four weighting schemes are designed to learn context clues from the selected neighbors.