Joint predictive model and representation learning for visual domain adaptation

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2016.12.004 ◽

2017 ◽

Vol 58 ◽

pp. 157-170 ◽

Author(s):

Marzieh Gheisari ◽

Mahdieh Soleymani Baghshah

Keyword(s):

Predictive Model ◽

Domain Adaptation ◽

Representation Learning ◽

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Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443420 ◽

2020 ◽

Author(s):

Sandipan Choudhuri ◽

Riti Paul ◽

Arunabha Sen ◽

Baoxin Li ◽

Hemanth Venkateswara

Keyword(s):

Domain Adaptation ◽

Representation Learning ◽

Partial Domain ◽

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Discriminative information preservation: A general framework for unsupervised visual Domain Adaptation

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107158 ◽

2021 ◽

pp. 107158

Author(s):

Rakesh Kumar Sanodiya ◽

Leehter Yao

Keyword(s):

General Framework ◽

Domain Adaptation ◽

Information Preservation ◽

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Structure Preservation Adversarial Network for Visual Domain Adaptation

Information Sciences ◽

10.1016/j.ins.2021.07.085 ◽

2021 ◽

Author(s):

Min Meng ◽

Qiguang Chen ◽

Jigang Wu

Keyword(s):

Domain Adaptation ◽

Structure Preservation ◽

Adversarial Network ◽

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Multi-source based approach for Visual Domain Adaptation

10.1109/ijcnn52387.2021.9534305 ◽

2021 ◽

Author(s):

Mrinalini Tiwari ◽

Rakesh Kumar Sanodiya ◽

Jimson Mathew ◽

Sriparna Saha

Keyword(s):

Domain Adaptation ◽

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Visual Domain Adaptation with Manifold Embedded Distribution Alignment

2018 ACM Multimedia Conference on Multimedia Conference - MM '18 ◽

10.1145/3240508.3240512 ◽

2018 ◽

Author(s):

Jindong Wang ◽

Wenjie Feng ◽

Yiqiang Chen ◽

Han Yu ◽

Meiyu Huang ◽

...

Keyword(s):

Domain Adaptation ◽

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Sparse and Low-Rank Models for Visual Domain Adaptation

Pattern Recognition and Big Data ◽

10.1142/9789813144552_0004 ◽

2016 ◽

pp. 113-133

Author(s):

Rama Chellappa ◽

Vishal M. Patel

Keyword(s):

Domain Adaptation ◽

Low Rank ◽

Low Rank Models ◽

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Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation

IEEE Transactions on Image Processing ◽

10.1109/tip.2021.3130530 ◽

2022 ◽

Vol 31 ◽

pp. 419-432

Author(s):

Baoyao Yang ◽

Hao-Wei Yeh ◽

Tatsuya Harada ◽

Pong C. Yuen

Keyword(s):

Error Bound ◽

Domain Adaptation ◽

Representation Learning ◽

Generalization Error ◽

Information Theoretic ◽

Unsupervised Domain Adaptation ◽

Source Data ◽

Generalization Error Bound

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Linear Discriminant Analysis via Pseudo Labels: A Unified Framework for Visual Domain Adaptation

IEEE Access ◽

10.1109/access.2020.3035422 ◽

2020 ◽

Vol 8 ◽

pp. 200073-200090

Author(s):

Rakesh Kumar Sanodiya ◽

Leehter Yao

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Domain Adaptation ◽

Unified Framework ◽

Linear Discriminant ◽

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Effective Visual Domain Adaptation via Generative Adversarial Distribution Matching

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3016180 ◽

2020 ◽

pp. 1-11

Author(s):

Qi Kang ◽

SiYa Yao ◽

MengChu Zhou ◽

Kai Zhang ◽

Abdullah Abusorrah

Keyword(s):

Domain Adaptation ◽

Distribution Matching ◽

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Unsupervised visual domain adaptation via dictionary evolution

2016 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2016.7552896 ◽

2016 ◽

Author(s):

Songsong Wu ◽

Xiao-Yuan Jing ◽

Dong Yue ◽

Jian Zhang ◽

K. Jian Yang ◽

...

Keyword(s):

Domain Adaptation ◽

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