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IterDepth: Iterative Residual Refinement for Outdoor Self-Supervised Multi-Frame Monocular Depth Estimation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 329-341
作者:
Feng, Cheng
;
Chen, Zhen
;
Zhang, Congxuan
;
Hu, Weiming
;
Li, Bing
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/26
Estimation
Iterative methods
Cameras
Task analysis
Feature extraction
Decoding
Training
Monocular depth estimation
iterative refinement
self-supervised learning
deep learning
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 12
作者:
Sang, Lei
;
Xu, Min
;
Qian, Shengsheng
;
Wu, Xindong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/22
Perturbation methods
Motion pictures
Training
Graph neural networks
Robustness
Semantics
Predictive models
Adversarial training (AT)
graph neural network (GNN)
heterogeneous graph
recommendation
Robust Monitor for Industrial IoT Condition Prediction
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 10, 页码: 8618-8629
作者:
Zhang, Xingwei
;
Tian, Hu
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
Perturbation methods
Monitoring
Industrial Internet of Things
Training
Predictive models
Robustness
Temperature sensors
Adversarial perturbation
adversarial training
Industrial Internet of Things (IIoT)
machine learning (ML)
temporal convolutional network (TCN)
Online Progressive Instance-Balanced Sampling for Weakly Supervised Vibration Damper Detection
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 14
作者:
Chen, Minghao
;
Tian, Yunong
;
Li, Zhishuo
;
Li, En
;
Liang, Zize
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Shock absorbers
Vibrations
Object detection
Proposals
Training
Sampling methods
Convolutional neural networks
Instance balance
multiple instance learning (MIL)
progressive sampling
vibration damper detection
weakly supervised object detection (WSOD)
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
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Liu, Bin
;
Wang, Xiao
;
Mao, Wenji
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/11/14
Training
Task analysis
Semantics
Perturbation methods
Feature extraction
Computational modeling
Robustness
Adversarial perturbation
adversarially robust training
deep hashing
multimodal retrieval
Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
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浏览/下载:17/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
Progressive Feature Learning for Facade Parsing With Occlusions
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2081-2093
作者:
Ma, Wenguang
;
Xu, Shibiao
;
Ma, Wei
;
Zhang, Xiaopeng
;
Zha, Hongbin
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/06
Uncertainty
Bayes methods
Convolutional neural networks
Buildings
Training
Context modeling
Representation learning
Facade parsing
occlusion
feature representation
manmade structure
Perturbation Inactivation Based Adversarial Defense for Face Recognition
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:
Ren, Min
;
Zhu, Yuhao
;
Wang, Yunlong
;
Sun, Zhenan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/11/14
Face recognition
Perturbation methods
Robustness
Immune system
Principal component analysis
Deep learning
Training
Adversarial machine learning
deep learning
graph neural network
face recognition
Adversarial Analysis for Source Camera Identification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 11, 页码: 4174-4186
作者:
Wang, Bo
;
Zhao, Mengnan
;
Wang, Wei
;
Dai, Xiaorui
;
Li, Yi
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2021/12/28
Cameras
Feature extraction
Forensics
Task analysis
Perturbation methods
Neural networks
Training
Adversarial attacks
fingerprint copy-move attack
joint feature-based auto-learning attack
relation mismatch
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
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