no code implementations • 16 Mar 2024 • Hongbo Chu, Qiehe Sun, Jiawen Li, Yuxuan Chen, Lizhong Zhang, Tian Guan, Anjia Han, Yonghong He
At the local level, the WSI sequence is divided into multiple subsequences.
1 code implementation • 12 Mar 2024 • Jiawen Li, Yuxuan Chen, Hongbo Chu, Qiehe Sun, Tian Guan, Anjia Han, Yonghong He
Histopathological whole slide images (WSIs) classification has become a foundation task in medical microscopic imaging processing.
no code implementations • 12 Jul 2023 • Qiehe Sun, Jiawen Li, Jin Xu, Junru Cheng, Tian Guan, Yonghong He
Due to its superior efficiency in utilizing annotations and addressing gigapixel-sized images, multiple instance learning (MIL) has shown great promise as a framework for whole slide image (WSI) classification in digital pathology diagnosis.
no code implementations • 8 Jan 2023 • Jiawen Li, Yunqian Huang, Sheng Song, Hongbo Chen, Junni Shi, Duo Xu, Haibin Zhang, Man Chen, Rui Zheng
A total of 127 3D carotid artery scans were acquired using a portable 3D US system which consisted of a handheld US scanner and an electromagnetic tracking system.
1 code implementation • 26 May 2022 • Minghao Xu, Yuanfan Guo, Xuanyu Zhu, Jiawen Li, Zhenbang Sun, Jian Tang, Yi Xu, Bingbing Ni
This framework aims to learn multiple semantic representations for each image, and these representations are structured to encode image semantics from fine-grained to coarse-grained.
2 code implementations • CVPR 2022 • Yuanfan Guo, Minghao Xu, Jiawen Li, Bingbing Ni, Xuanyu Zhu, Zhenbang Sun, Yi Xu
In this framework, a set of hierarchical prototypes are constructed and also dynamically updated to represent the hierarchical semantic structures underlying the data in the latent space.
no code implementations • 1 Dec 2021 • Shiwen Ni, Jiawen Li, Hung-Yu Kao
It is difficult for humans to distinguish the true and false of rumors, but current deep learning models can surpass humans and achieve excellent accuracy on many rumor datasets.
1 code implementation • 29 Aug 2021 • Shiwen Ni, Jiawen Li, Hung-Yu Kao
We compare the proposed method with other adversarial training methods and regularization methods, and our method achieves state-of-the-art on all datasets.
no code implementations • 29 Aug 2021 • Shiwen Ni, Jiawen Li, Hung-Yu Kao
As such, the robustness and generalization of the current rumor detection model are put into question.
no code implementations • COLING 2020 • Jiawen Li, Yudianto Sujana, Hung-Yu Kao
Twitter users communicate by replying to other users{'} messages, forming a conversation structure.
no code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Yudianto Sujana, Jiawen Li, Hung-Yu Kao
Inspired by the hierarchical model and multitask learning, a multiloss hierarchical BiLSTM model with an attenuation factor is proposed in this paper.