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Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
Authors:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
Adobe PDF(25706Kb)
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View/Download:8/1
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Submit date:2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
基于图模型的非受控环境生物特征识别方法研究
学位论文
, 2022
Authors:
任民
Adobe PDF(23737Kb)
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Submit date:2022/12/13
生物特征识别,图模型,非受控环境,特征表达,对抗鲁棒性
Towards Corruption-Agnostic Robust Domain Adaptation
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16
Authors:
Xu, Yifan
;
Sheng, Kekai
;
Dong, Weiming
;
Wu, Baoyuan
;
Xu, Changsheng
;
Hu, Bao-Gang
Adobe PDF(2116Kb)
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Submit date:2022/06/10
Domain adaptation
corruption robustness
transfer learning
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
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View/Download:23/0
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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
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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
Self-Training Based Semi-Supervised and Semi-Paired Hashing Cross-Modal Retrieval
会议论文
, Padua, Italy, 2022-07
Authors:
Rongrong Jing
;
Hu Tian
;
Xingwei Zhang
;
Gang Zhou
;
Xiaolong Zheng
;
Dajun Zeng
Adobe PDF(682Kb)
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Submit date:2022/06/17
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding
期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 3287-3299
Authors:
Dan Li
;
Changde Du
;
Haibao Wang
;
Qiongyi Zhou
;
Huiguang He
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Submit date:2023/01/17
Efficient convolutional networks learning through irregular convolutional kernels
期刊论文
NEUROCOMPUTING, 2022, 卷号: 489, 页码: 167-178
Authors:
Guo, Weiyu
;
Ma, Jiabin
;
Ouyang, Yidong
;
Wang, Liang
;
Huang, Yongzhen
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Submit date:2022/06/10
Model compression
Interpolation
Irregular convolutional kernels
软硬件协同的高效DNN加速器研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
李繁荣
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Submit date:2022/06/14
DNN加速器
软硬件协同设计
体系结构
深度神经网络
基于语义的跨模态检索研究
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
程文龙
Adobe PDF(3471Kb)
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View/Download:115/10
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Submit date:2022/06/13
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