no code implementations • 2 Sep 2024 • Zhenye Xu, Yao Guo
To address the challenges of gait cycle segmentation using short sequences, we introduce the Gait Characteristic Curve Regression and Restoration (GCCRR) method, a novel two-stage approach designed for fine-grained gait phase segmentation.
1 code implementation • 5 Jan 2024 • Baijun Cheng, Shengming Zhao, Kailong Wang, Meizhen Wang, Guangdong Bai, Ruitao Feng, Yao Guo, Lei Ma, Haoyu Wang
Vulnerability detectors based on deep learning (DL) models have proven their effectiveness in recent years.
1 code implementation • 26 Dec 2023 • Hongjie Li, Yao Guo, Xianwei Zheng, Hanjiang Xiong
This paper introduces a learnable Deformable Hypothesis Sampler (DeformSampler) to address the challenging issue of noisy depth estimation for accurate PatchMatch Multi-View Stereo (MVS).
1 code implementation • 11 Oct 2023 • Ziqi Zhang, Chen Gong, Yifeng Cai, Yuanyuan Yuan, Bingyan Liu, Ding Li, Yao Guo, Xiangqun Chen
These solutions, referred to as TEE-Shielded DNN Partition (TSDP), partition a DNN model into two parts, offloading the privacy-insensitive part to the GPU while shielding the privacy-sensitive part within the TEE.
no code implementations • 11 Apr 2023 • Qunxi Zhu, Yao Guo, Wei Lin
Neural Ordinary Differential Equations (NODEs), a framework of continuous-depth neural networks, have been widely applied, showing exceptional efficacy in coping with representative datasets.
no code implementations • 4 Oct 2022 • Yuncheng Jiang, Zixun Zhang, Shixi Qin, Yao Guo, Zhen Li, Shuguang Cui
In 3D medical image segmentation, small targets segmentation is crucial for diagnosis but still faces challenges.
1 code implementation • 20 Jul 2022 • Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
Two new datasets were proposed for this problem, named AWA2-LTS and ImageNet-LTS.
no code implementations • 5 Jul 2022 • Zhihao Yuan, Xu Yan, Zhuo Li, Xuhao Li, Yao Guo, Shuguang Cui, Zhen Li
Recent progress in 3D scene understanding has explored visual grounding (3DVG) to localize a target object through a language description.
1 code implementation • CVPR 2022 • Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li, Zhen Li, Shuguang Cui
Thus, a more faithful caption can be generated only using point clouds during the inference.
1 code implementation • 22 Dec 2021 • Xu Yan, Zhihao Yuan, Yuhao Du, Yinghong Liao, Yao Guo, Zhen Li, Shuguang Cui
To tackle this problem, we propose the CLEVR3D, a large-scale VQA-3D dataset consisting of 171K questions from 8, 771 3D scenes.
1 code implementation • 22 Oct 2021 • Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen
Previous studies focus on the "symptoms" directly, as they try to improve the accuracy or detect possible attacks by adding extra steps to conventional FL models.
2 code implementations • 3 Sep 2021 • Xiao Gu, Jianxin Yang, Hanxiao Zhang, Jianing Qiu, Frank Po Wen Lo, Yao Guo, Guang-Zhong Yang, Benny Lo
It can generalize well on the real-world data from all the other unseen views.
1 code implementation • 28 Jul 2021 • Xiao Gu, Jianing Qiu, Yao Guo, Benny Lo, Guang-Zhong Yang
In this report, the technical details of our submission to the EPIC-Kitchens Action Anticipation Challenge 2021 are given.
no code implementations • 2 Mar 2021 • Bingyan Liu, Yifeng Cai, Yao Guo, Xiangqun Chen
This paper aims to improve the transfer performance from another angle - in addition to tuning the weights, we tune the structure of pre-trained models, in order to better match the target task.
1 code implementation • 2 Mar 2021 • Bingyan Liu, Yao Guo, Xiangqun Chen
Based on the grouping results, PFA conducts an FL process in a group-wise way on the federated model to accomplish the adaptation.
no code implementations • ICLR 2021 • Qunxi Zhu, Yao Guo, Wei Lin
Neural Ordinary Differential Equations (NODEs), a framework of continuous-depth neural networks, have been widely applied, showing exceptional efficacy in coping with some representative datasets.
no code implementations • 16 Jun 2020 • Anh Nguyen, Dennis Kundrat, Giulio Dagnino, Wenqiang Chi, Mohamed E. M. K. Abdelaziz, Yao Guo, YingLiang Ma, Trevor M. Y. Kwok, Celia Riga, Guang-Zhong Yang
In this paper, we present FW-Net, an end-to-end and real-time deep learning framework for endovascular intervention.
1 code implementation • 29 May 2020 • Ren He, Haoyu Wang, Pengcheng Xia, Liu Wang, Yuanchun Li, Lei Wu, Yajin Zhou, Xiapu Luo, Yao Guo, Guoai Xu
To facilitate future research, we have publicly released all the well-labelled COVID-19 themed apps (and malware) to the research community.
Cryptography and Security
no code implementations • 23 Mar 2020 • Ziqi Zhang, Xinge Zhu, Yingwei Li, Xiangqun Chen, Yao Guo
In order to understand the impact of adversarial attacks on depth estimation, we first define a taxonomy of different attack scenarios for depth estimation, including non-targeted attacks, targeted attacks and universal attacks.
no code implementations • 23 Dec 2019 • Xiao-Yun Zhou, Yao Guo, Mali Shen, Guang-Zhong Yang
Artificial Intelligence (AI) is gradually changing the practice of surgery with the advanced technological development of imaging, navigation and robotic intervention.
2 code implementations • 15 Nov 2019 • Qi She, Fan Feng, Xinyue Hao, Qihan Yang, Chuanlin Lan, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan
Yet, robotic vision poses unique challenges for applying visual algorithms developed from these standard computer vision datasets due to their implicit assumption over non-varying distributions for a fixed set of tasks.
no code implementations • 2 Jul 2019 • Qing Song, Yao Guo, Jianan Jiang, Chun Liu, Mengjie Hu
Railway transportation is the artery of China's national economy and plays an important role in the development of today's society.
1 code implementation • 13 Feb 2019 • Siyan Tao, Yao Guo, Chuang Zhu, Huang Chen, Yue Zhang, Jie Yang, Jun Liu
In this paper, we propose a novel method for highly efficient follicular segmentation of thyroid cytopathological WSIs.
no code implementations • 18 Jun 2016 • Yao Guo, Youfu Li, Zhanpeng Shao
Motion behaviors of a rigid body can be characterized by a 6-dimensional motion trajectory, which contains position vectors of a reference point on the rigid body and rotations of this rigid body over time.