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Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
HazDesNet: An End-to-End Network for Haze Density Prediction Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 4,Page: 3087-3102
Authors:  Zhang, Jiahe;  Min, Xiongkuo;  Zhu, Yucheng;  Zhai, Guangtao;  Zhou, Jiantao;  Yang, Xiaokang;  Zhang, Wenjun
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2022/05/04
Deep Learning  Haze  Haze Density  Haze Detection  Visibility  
IID-Net: Image Inpainting Detection Network via Neural Architecture Search and Attention Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 3,Page: 1172-1185
Authors:  Wu, Haiwei;  Zhou, Jiantao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/03/28
Deep Neural Networks  Generalizability  Inpainting Forensics  
Relation construction for aspect-level sentiment classification Journal article
Information Sciences, 2022,Volume: 586,Page: 209-223
Authors:  Zeng, Jiandian;  Liu, Tianyi;  Jia, Weijia;  Zhou, Jiantao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/03/28
Aspect Relations  Aspect-level  Graph Convolutional Network  Sentiment Analysis  
Robust Image Forgery Detection Against Transmission over Online Social Networks Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 443-456
Authors:  Wu, Haiwei;  Zhou, Jiantao;  Tian, Jinyu;  Liu, Jun;  Qiao, Yu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Deep Neural Networks  Image Forgery Detection  Robustness  Social Networks  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
Multi-stage Curvature-guided Network for Progressive Single Image Reflection Removal Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022
Authors:  Song, Binbin;  Zhou, Jiantao;  Wu, Haiwei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
curvature guidance  Decoding  Feature extraction  Image restoration  multi-stage network  Network architecture  non-local attention  Semantics  Single image reflection removal  Training  Training data  
Discovering Social Connections using Event Images Conference paper
ACM International Conference Proceeding Series
Authors:  Cheung, Ming;  Sun, Weiwei;  Zhou, Jiantao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/11
community detection  importance measurements  Social events  social graphs  
Perceptual quality assessment of low-light image enhancement Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2021,Volume: 17,Issue: 4
Authors:  Zhai, Guangtao;  Sun, Wei;  Min, Xiongkuo;  Zhou, Jiantao
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/13
Light-enhanced image  Low-light image enhancement  Quality assessment  Structure similarity