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Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
Adobe PDF(2634Kb)  |  Favorite  |  View/Download:13/1  |  Submit date:2023/01/18
Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
Fuzzy Deep Forest With Deep Contours Feature for Leaf Cultivar Classification 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 卷号: 30, 期号: 12, 页码: 5431-5444
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:12/0  |  Submit date:2023/01/09
Contour feature learning  data augmentation  deep forest  fuzzy logic  
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
Authors:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
Favorite  |  View/Download:23/0  |  Submit date:2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
Authors:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Favorite  |  View/Download:26/0  |  Submit date:2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
Authors:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(6004Kb)  |  Favorite  |  View/Download:9/1  |  Submit date:2023/01/17
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
Authors:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
Favorite  |  View/Download:25/0  |  Submit date:2022/11/14
Perturbation methods  Semantics  Computational modeling  Codes  Task analysis  Privacy  Software  Adversarial perturbation  deep neural network (DNN)  privacy protection  semantic retrieval  
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
Authors:  Zhang, Xingwei;  Zheng, Xiaolong;  Liu, Bin;  Wang, Xiao;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
Favorite  |  View/Download:26/0  |  Submit date:2022/11/14
Training  Task analysis  Semantics  Perturbation methods  Feature extraction  Computational modeling  Robustness  Adversarial perturbation  adversarially robust training  deep hashing  multimodal retrieval  
Combining 2D texture and 3D geometry features for Reliable iris presentation attack detection using light field focal stack 期刊论文
IET BIOMETRICS, 2022, 页码: 10
Authors:  Luo, Zhengquan;  Wang, Yunlong;  Liu, Nianfeng;  Wang, Zilei
Favorite  |  View/Download:25/0  |  Submit date:2022/11/14
Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds 会议论文
, Philadelphia, USA, 2022-5
Authors:  Deng, Shuang;  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Adobe PDF(496Kb)  |  Favorite  |  View/Download:82/24  |  Submit date:2022/09/21
网络结构搜索方法及其在气象预测中的应用研究 学位论文
工学博士学位, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  张新邦
Adobe PDF(8827Kb)  |  Favorite  |  View/Download:117/2  |  Submit date:2022/07/01
网络结构搜索  自动机器学习  深度学习  气象预测  时空数据挖掘