标题
Deep multi-view learning methods: A review
作者
关键词
Deep multi-view learning, deep neural networks, representation learning, statistical learning survey
出版物
NEUROCOMPUTING
Volume 448, Issue -, Pages 106-129
出版商
Elsevier BV
发表日期
2021-03-30
DOI
10.1016/j.neucom.2021.03.090
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Deep Learning for Monocular Depth Estimation: A Review.
- (2021) Yue Ming et al. NEUROCOMPUTING
- Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis
- (2021) Yiming Wang et al. Cognitive Computation
- Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network
- (2021) Shiming Liu et al. IEEE-CAA Journal of Automatica Sinica
- Real-Time Facial Affective Computing on Mobile Devices
- (2020) Yuanyuan Guo et al. SENSORS
- Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization
- (2020) Xiaoqiang Yan et al. ACM Transactions on Knowledge Discovery from Data
- Spectral representation learning for one-step spectral rotation clustering
- (2020) Guoqiu Wen et al. NEUROCOMPUTING
- Joint specific and correlated information exploration for multi-view action clustering
- (2020) Shizhe Hu et al. INFORMATION SCIENCES
- Scene perception guided crowd anomaly detection
- (2020) Xuguang Zhang et al. NEUROCOMPUTING
- Recognition of EEG Signal Motor Imagery Intention Based on Deep Multi-View Feature Learning
- (2020) Jiacan Xu et al. SENSORS
- Multi-view face recognition using deep neural networks
- (2020) Feng Zhao et al. Future Generation Computer Systems-The International Journal of eScience
- Parameter Transfer Deep Neural Network for Single-Modal B-Mode Ultrasound-Based Computer-Aided Diagnosis
- (2020) Xiaoyan Fei et al. Cognitive Computation
- An optimally weighted user- and item-based collaborative filtering approach to predicting baseline data for Friedreich’s Ataxia patients
- (2020) Wenbin Yue et al. NEUROCOMPUTING
- KM4: Visual reasoning via Knowledge Embedding Memory Model with Mutual Modulation
- (2020) Wenbo Zheng et al. Information Fusion
- Adversarial correlated autoencoder for unsupervised multi-view representation learning
- (2019) Xu Wang et al. KNOWLEDGE-BASED SYSTEMS
- Deep low-rank subspace ensemble for multi-view clustering
- (2019) Zhe Xue et al. INFORMATION SCIENCES
- Deep collective matrix factorization for augmented multi-view learning
- (2019) Ragunathan Mariappan et al. MACHINE LEARNING
- Representation Learning Using Step-based Deep Multi-modal Autoencoders
- (2019) Gaurav Bhatt et al. PATTERN RECOGNITION
- M3Net: A multi-model, multi-size, and multi-view deep neural network for brain magnetic resonance image segmentation
- (2019) Jie Wei et al. PATTERN RECOGNITION
- Spectral Embedded Deep Clustering
- (2019) Yuichiro Wada et al. Entropy
- Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction
- (2019) Bo Yang et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Markov Information Bottleneck to Improve Information Flow in Stochastic Neural Networks
- (2019) Thanh Tang Nguyen et al. Entropy
- Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding
- (2019) Zhanxuan Hu et al. Information Fusion
- Discriminative margin-sensitive autoencoder for collective multi-view disease analysis
- (2019) Zheng Zhang et al. NEURAL NETWORKS
- Detecting Gas Turbine Combustor Anomalies Using Semi-supervised Anomaly Detection with Deep Representation Learning
- (2019) Weizhong Yan Cognitive Computation
- Synergetic information bottleneck for joint multi-view and ensemble clustering
- (2019) Xiaoqiang Yan et al. Information Fusion
- CMIB: Unsupervised Image Object Categorization in Multiple Visual Contexts
- (2019) Xiaoqiang Yan et al. IEEE Transactions on Industrial Informatics
- Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification
- (2018) Feiping Nie et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Vehicle Re-Identification by Deep Hidden Multi-View Inference
- (2018) Yi Zhou et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Triplet-Based Deep Hashing Network for Cross-Modal Retrieval
- (2018) Cheng Deng et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Multimodal Recurrent Neural Networks With Information Transfer Layers for Indoor Scene Labeling
- (2018) Abrar H. Abdulnabi et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Multimodal Machine Learning: A Survey and Taxonomy
- (2018) Tadas Baltrusaitis et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks
- (2018) Davis M. Vigneault et al. MEDICAL IMAGE ANALYSIS
- An overview on Restricted Boltzmann Machines
- (2018) Nan Zhang et al. NEUROCOMPUTING
- A Survey of Multi-View Representation Learning
- (2018) Yingming Li et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Multi-View 3D Face Reconstruction with Deep Recurrent Neural Networks
- (2018) Pengfei Dou et al. IMAGE AND VISION COMPUTING
- Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks
- (2018) Akane Sano et al. IEEE Journal of Biomedical and Health Informatics
- A Multi-view Deep Learning Framework for EEG Seizure Detection
- (2018) Ye Yuan et al. IEEE Journal of Biomedical and Health Informatics
- Multimodal correlation deep belief networks for multi-view classification
- (2018) Nan Zhang et al. APPLIED INTELLIGENCE
- Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition
- (2018) Zhi-Xin Yang et al. Cognitive Computation
- Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval
- (2018) Lin Wu et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- A Novel Particle Swarm Optimization Approach for Patient Clustering From Emergency Departments
- (2018) Weibo Liu et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Multiview Generative Adversarial Network and Its Application in Pearl Classification
- (2018) Qi Xuan et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Deep Multimodal Learning: A Survey on Recent Advances and Trends
- (2017) Dhanesh Ramachandram et al. IEEE SIGNAL PROCESSING MAGAZINE
- Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection
- (2017) Qi Dou et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Deep Multi-View Feature Learning for Person Re-Identification
- (2017) Dapeng Tao et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Revisiting Co-Saliency Detection: A Novel Approach Based on Two-Stage Multi-View Spectral Rotation Co-clustering
- (2017) Xiwen Yao et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Deep Visual-Semantic Alignments for Generating Image Descriptions
- (2017) Andrej Karpathy et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Multi-view learning overview: Recent progress and new challenges
- (2017) Jing Zhao et al. Information Fusion
- Deep Multimodal Fusion: A Hybrid Approach
- (2017) Mohamed R. Amer et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- A multimodal deep learning framework using local feature representations for face recognition
- (2017) Alaa S. Al-Waisy et al. MACHINE VISION AND APPLICATIONS
- Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition
- (2017) An-An Liu et al. IEEE Transactions on Cybernetics
- Convex Sparse Spectral Clustering: Single-View to Multi-View
- (2016) Canyi Lu et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- A Deep Neural Network-Driven Feature Learning Method for Multi-view Facial Expression Recognition
- (2016) Tong Zhang et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Multi-view dimensionality reduction via canonical random correlation analysis
- (2016) Yanyan Zhang et al. Frontiers of Computer Science
- Multimodal Deep Autoencoder for Human Pose Recovery
- (2015) Chaoqun Hong et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Multi-View Concept Learning for Data Representation
- (2015) Ziyu Guan et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Data Fusion by Matrix Factorization
- (2015) Marinka Zitnik et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Multi-view ensemble manifold regularization for 3D object recognition
- (2015) Chaoqun Hong et al. INFORMATION SCIENCES
- Unsupervised video categorization based on multivariate information bottleneck method
- (2015) Xiaoqiang Yan et al. KNOWLEDGE-BASED SYSTEMS
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Multiple/Single-View Human Action Recognition via Part-Induced Multitask Structural Learning
- (2015) An-An Liu et al. IEEE Transactions on Cybernetics
- A survey of multi-view machine learning
- (2013) Shiliang Sun NEURAL COMPUTING & APPLICATIONS
- Robust Recovery of Subspace Structures by Low-Rank Representation
- (2012) Guangcan Liu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Canonical Correlation Analysis for Multilabel Classification: A Least-Squares Formulation, Extensions, and Analysis
- (2010) Liang Sun et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Graph Regularized Nonnegative Matrix Factorization for Data Representation
- (2010) Deng Cai et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- The Graph Neural Network Model
- (2008) F. Scarselli et al. IEEE TRANSACTIONS ON NEURAL NETWORKS
- Convex and Semi-Nonnegative Matrix Factorizations
- (2008) C.H.Q. Ding et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started