no code implementations • 23 Nov 2024 • Ming Hu, Kun Yuan, Yaling Shen, Feilong Tang, Xiaohao Xu, Lin Zhou, Wei Li, Ying Chen, Zhongxing Xu, Zelin Peng, Siyuan Yan, Vinkle Srivastav, Diping Song, Tianbin Li, Danli Shi, Jin Ye, Nicolas Padoy, Nassir Navab, Junjun He, ZongYuan Ge
Surgical practice involves complex visual interpretation, procedural skills, and advanced medical knowledge, making surgical vision-language pretraining (VLP) particularly challenging due to this complexity and the limited availability of annotated data.
no code implementations • 29 Oct 2024 • Yong Jin, Junfang Leng, Lin Zhou, Yu Jiang, Qian Wei
To address this, we introduce an adaptive weighted method, termed AW-MinMax, for range-free node localization.
no code implementations • 29 Oct 2024 • Lina Zhu, Lin Zhou
Subsequently, we generalize our results to a more general case with the null hypothesis by allowing the testing sequence to be generated from a distribution that is vastly different from the generating distributions of all training sequences.
no code implementations • 4 Aug 2024 • Zhe Yu, Chi Xia, Shaosheng Cao, Lin Zhou
In the ride-hailing industry, subsidies are predominantly employed to incentivize consumers to place more orders, thereby fostering market growth.
no code implementations • 8 Jul 2024 • Jinpeng Xu, Lin Bai, Xin Xie, Lin Zhou
To characterize the theoretical benchmark of the above model, we formulate a weighted multi-objective optimization problem to maximize the average of secret and covert transmission rates subject to constraints SOP, DEP, the beamformers of Bob and Carlo, and UAV trajectory parameters.
no code implementations • 2 May 2024 • Lina Zhu, Lin Zhou
In outlier hypothesis testing, one aims to detect outlying sequences among a given set of sequences, where most sequences are generated i. i. d.
no code implementations • 26 Nov 2023 • Weijie Yuan, Lin Zhou, Saeid K. Dehkordi, Shuangyang Li, Pingzhi Fan, Giuseppe Caire, H. Vincent Poor
The recently proposed Orthogonal Time Frequency Space (OTFS) modulation, which exploits various advantages of Delay Doppler (DD) channels, has been shown to support reliable communication in high-mobility scenarios.
1 code implementation • 12 Oct 2022 • Lin Zhou, Haoming Cai, Jinjin Gu, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Yu Qiao, Chao Dong
In this work, we design an efficient SR network by improving the attention mechanism.
no code implementations • 14 Jun 2022 • Lin Zhou, Alfred Hero
Our task is to query the oracle as few times as possible to accurately estimate the location of the target at any specified time.
1 code implementation • Information Sciences 2022 • Yuanyuan Liu, Chuanxu Feng, Xiaohui Yuan, Lin Zhou, Wenbin Wang, Jie Qin, and Zhongwen Luo
In this paper, we divide a video into several short clips for processing and propose a clip-aware emotion-rich feature learning network (CEFLNet) for robust video-based FER.
Ranked #21 on
Dynamic Facial Expression Recognition
on DFEW
Dynamic Facial Expression Recognition
Facial Expression Recognition
+1
no code implementations • 14 Jan 2021 • Lin Zhou
We compute the Chow groups of smooth Gushel-Mukai varieties of dimension $5$
Algebraic Geometry
no code implementations • IEEE Access 2020 • Lin Zhou, Haoran Wei, Hao Li, Wenzhe Zhao, Yi Zhang, Yue Zhang
In this article, we introduce the polar coordinate system to the deep learning detector for the first time, and propose an anchor free Polar Remote Sensing Object Detector (P-RSDet), which can achieve competitive detection accuracy via using simpler object representation model and less regression parameters.
Ranked #15 on
Oriented Object Detection
on DOTA 1.0
no code implementations • 9 Jan 2020 • Lin Zhou, Hao-Ran Wei, Hao Li, Wenzhe Zhao, Yi Zhang, Yue Zhang
In this article, we introduce the polar coordinate system to the deep learning detector for the first time, and propose an anchor free Polar Remote Sensing Object Detector (P-RSDet), which can achieve competitive detection accuracy via uses simpler object representation model and less regression parameters.
no code implementations • IJCNLP 2019 • Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xin-yu Dai, Yuzhong Qu
Scenario-based question answering (SQA) has attracted increasing research attention.
no code implementations • 3 Jun 2018 • Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Motivated by real-world machine learning applications, we analyze approximations to the non-asymptotic fundamental limits of statistical classification.