Learning Robust Feature Transformation for Domain Adaptation

Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation

(2018) Shuang Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An Embarrassingly Simple Approach to Visual Domain Adaptation

(2018) Hao Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Active multi-kernel domain adaptation for hyperspectral image classification

(2018) Cheng Deng et al.   PATTERN RECOGNITION

Semi-supervised transfer subspace for domain adaptation

(2018) Luís A.M. Pereira et al.   PATTERN RECOGNITION

Insights Into the Robustness of Minimum Error Entropy Estimation

(2018) Badong Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Learning With Kernel Mean $p$ -Power Error Loss

(2018) Badong Chen et al.   IEEE Transactions on Cybernetics

LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation

(2016) Lei Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation

(2016) Yong Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A SVM-based model-transferring method for heterogeneous domain adaptation

(2016) Azadeh Sadat Mozafari et al.   PATTERN RECOGNITION

Learning Robust and Discriminative Subspace With Low-Rank Constraints

(2016) Sheng Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Subspace Clustering With Complex Noise

(2015) Ran He et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Generalized Transfer Subspace Learning Through Low-Rank Constraint

(2014) Ming Shao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The C-loss function for pattern classification

(2013) Abhishek Singh et al.   PATTERN RECOGNITION

Maximum Correntropy Criterion for Robust Face Recognition

(2010) Ran He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Bregman Divergence-Based Regularization for Transfer Subspace Learning

(2009) Si Si et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE