Cheng-An Hou

Publications

258

Citations

H-Index

2014

Active since

Affiliations

Research Center for Information Technology Innovation, Academia Sinica(Current)

Carnegie Mellon University

National Kaohsiung Normal University

National Taiwan University

Cheng-An Hou is an author at Research Center for Information Technology Innovation, Academia Sinica specializing in data science, pattern recognition, and domain adaptation.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDomain AdaptationPattern RecognitionData MiningDeep LearningComputer VisionTransfer Learning

Publications per year

2014–2016

Publications

Unsupervised Domain Adaptation With Label and Structural Consistency

Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh et al. · IEEE Transactions on Image Processing · 2016 · 132 citations

Engineering, Machine Learning, Structural Consistency +17

Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data

Tzu Ming Harry Hsu, Wei Yu Chen, Cheng-An Hou et al. · 2015 · 80 citations

Target Domain, Engineering, Machine Learning +16

Domain Adaptive Self-Taught Learning for Heterogeneous Face Recognition

Cheng-An Hou, Min-Chun Yang, Yu-Chiang Frank Wang · 2014 · 26 citations

Engineering, Machine Learning, Biometrics +17

Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation

Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 20 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +16

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