no code implementations • 15 Nov 2023 • Junjie Yang, Zhihao Zhao, Siyuan Shen, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri
Robotic ophthalmic surgery is an emerging technology to facilitate high-precision interventions such as retina penetration in subretinal injection and removal of floating tissues in retinal detachment depending on the input imaging modalities such as microscopy and intraoperative OCT (iOCT).
no code implementations • 17 Aug 2022 • Junan Pan, Zhihao Zhao
This paper proposes a deep autoencoder model based on Pytorch.
no code implementations • 10 Aug 2022 • Junan Pan, Zhihao Zhao
By analyzing some technologies and ideas used by machine learning in recommender systems, let more people understand what is Big data and what is machine learning.
1 code implementation • 19 Sep 2021 • Zhihao Zhao, Samuel Cheng
In the proposed cluster routing, capsules produce vote clusters instead of individual votes for next-layer capsules, and each vote cluster sends its centroid to a next-layer capsule.
1 code implementation • TACL 2020 • Jian Guan, Fei Huang, Zhihao Zhao, Xiaoyan Zhu, Minlie Huang
To further capture the causal and temporal dependencies between the sentences in a reasonable story, we employ multi-task learning which combines a discriminative objective to distinguish true and fake stories during fine-tuning.
no code implementations • 20 Nov 2019 • Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu
Our results show that object detection can help improve the accuracy of some skin disease classes.