Deep random walk of unitary invariance for large-scale data representation

Robust Manhattan non-negative matrix factorization for image recovery and representation

(2020) Xiangguang Dai et al.   INFORMATION SCIENCES

Rank-constrained nonnegative matrix factorization for data representation

(2020) Zhenqiu Shu et al.   INFORMATION SCIENCES

A novel feature representation: Aggregating convolution kernels for image retrieval

(2020) Qi Wang et al.   NEURAL NETWORKS

Learning robust affinity graph representation for multi-view clustering

(2020) Peiguang Jing et al.   INFORMATION SCIENCES

Robust sparse coding via self-paced learning for data representation

(2020) Xiaodong Feng et al.   INFORMATION SCIENCES

Link prediction based on feature representation and fusion

(2020) Yunpeng Xiao et al.   INFORMATION SCIENCES

Adaptive feature weighting for robust Lp-norm sparse representation with application to biometric image classification

(2019) Qi Zhu et al.   International Journal of Machine Learning and Cybernetics

Discerning Feature Supported Encoder for Image Representation

(2019) Shuyang Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm

(2019) Canyi Lu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation

(2019) Selen Ayas et al.   INFORMATION SCIENCES

Image representation of pose-transition feature for 3D skeleton-based action recognition

(2019) Thien Huynh-The et al.   INFORMATION SCIENCES

Multi-Manifold Positive and Unlabeled Learning for Visual Analysis

(2019) Chen Gong et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Joint dimensionality reduction and metric learning for image set classification

(2019) Wenzhu Yan et al.   INFORMATION SCIENCES

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation

(2019) Yang Meng et al.   IEEE Transactions on Neural Networks and Learning Systems

Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation

(2018) Yuwu Lu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

(2018) Xiaofeng Yuan et al.   IEEE Transactions on Industrial Informatics

CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data

(2018) Chih-Chung Hsu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Deep Collaborative Embedding for Social Image Understanding

(2018) Zechao Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Prefrontal cortex as a meta-reinforcement learning system

(2018) Jane X. Wang et al.   NATURE NEUROSCIENCE

Sparse Graph Embedding Unsupervised Feature Selection

(2018) Shiping Wang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Sparse Multigraph Embedding for Multimodal Feature Representation

(2017) Shiping Wang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Robust Structured Subspace Learning for Data Representation

(2015) Zechao Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Subspace learning for unsupervised feature selection via matrix factorization

(2015) Shiping Wang et al.   PATTERN RECOGNITION

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection

(2013) Zechao Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING