A Survey on Adversarial Domain Adaptation

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Beyond Sharing Weights for Deep Domain Adaptation

(2018) Artem Rozantsev et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks

(2018) Yu-Gang Jiang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

(2018) Takeru Miyato et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Transferable Representation Learning with Deep Adaptation Networks

(2018) Mingsheng Long et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Transfer Low-Rank Coding for Cross-Domain Learning

(2018) Zhengming Ding et al.   IEEE Transactions on Neural Networks and Learning Systems

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Survey on Transfer Learning

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

Face Photo-Sketch Synthesis and Recognition

(2008) Xiaogang Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE