Joey Tianyi Zhou
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Explore the profile of Joey Tianyi Zhou including associated specialties, affiliations and a list of published articles.
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Articles
44
Citations
100
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Recent Articles
1.
Tang J, Jiang N, Zhu H, Zhou J, Gong C
IEEE Trans Image Process
. 2024 Jul;
33:4363-4376.
PMID: 39074017
Data-free knowledge distillation aims to learn a small student network from a large pre-trained teacher network without the aid of original training data. Recent works propose to gather alternative data...
2.
Tan B, Xiao Y, Li S, Tong X, Yan T, Cao Z, et al.
IEEE Trans Neural Netw Learn Syst
. 2024 Jun;
PP.
PMID: 38865228
This work pays the first research effort to leverage point cloud sequence-based Self-supervised 3-D Action Feature Learning (S3AFL), under text's cross-modality weak supervision. We intend to fill the huge performance...
3.
Yin C, Yu L, Feng L, Zhou J, Du C, Shao X, et al.
Nanotechnology
. 2024 Feb;
35(22).
PMID: 38387099
Two-dimensional (2D) materials have been increasingly widely used in biomedical and cosmetical products nowadays, yet their safe usage in human body and environment necessitates a comprehensive understanding of their nanotoxicity....
4.
Wang J, Liang J, Xiao Y, Zhou J, Fang Z, Yang F
IEEE J Biomed Health Inform
. 2024 Jan;
28(3):1516-1527.
PMID: 38206781
Breast lesion segmentation in ultrasound images is essential for computer-aided breast-cancer diagnosis. To improve the segmentation performance, most approaches design sophisticated deep-learning models by mining the patterns of foreground lesions...
5.
Tan B, Xiao Y, Wang Y, Li S, Yang J, Cao Z, et al.
IEEE Trans Neural Netw Learn Syst
. 2023 Sep;
35(12):18186-18199.
PMID: 37729565
This work pays the first research effort to address unsupervised 3-D action representation learning with point cloud sequence, which is different from existing unsupervised methods that rely on 3-D skeleton...
6.
DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis
Li B, Cui W, Zhang L, Zhu C, Wang W, Tsang I, et al.
IEEE Trans Pattern Anal Mach Intell
. 2023 Jul;
45(11):13586-13598.
PMID: 37428671
Time series analysis is essential to many far-reaching applications of data science and statistics including economic and financial forecasting, surveillance, and automated business processing. Though being greatly successful of Transformer...
7.
Zhang H, Sun A, Jing W, Zhou J
IEEE Trans Pattern Anal Mach Intell
. 2023 Apr;
45(8):10443-10465.
PMID: 37030852
Temporal sentence grounding in videos (TSGV), a.k.a., natural language video localization (NLVL) or video moment retrieval (VMR), aims to retrieve a temporal moment that semantically corresponds to a language query...
8.
Wang J, Tang Y, Xiao Y, Zhou J, Fang Z, Yang F
IEEE Trans Neural Netw Learn Syst
. 2023 Apr;
35(7):10018-10032.
PMID: 37022080
Medical image segmentation is a vital stage in medical image analysis. Numerous deep-learning methods are booming to improve the performance of 2-D medical image segmentation, owing to the fast growth...
9.
Feng Y, Wang Z, Xu X, Wang Y, Fu H, Li S, et al.
Med Image Anal
. 2022 Nov;
83:102664.
PMID: 36332357
Pneumonia can be difficult to diagnose since its symptoms are too variable, and the radiographic signs are often very similar to those seen in other illnesses such as a cold...
10.
Huang T, Luo T, Yan M, Zhou J, Goh R
IEEE Trans Neural Netw Learn Syst
. 2022 Aug;
35(2):2575-2587.
PMID: 35998171
Efficient neural network training is essential for in situ training of edge artificial intelligence (AI) and carbon footprint reduction in general. Train neural network on the edge is challenging because...