Embedded Files
Domain Adaptation
Datasets
Benchmark Methods
B. H. Ngo, J. H. Kim, S. J. Park and S. I. Cho, "Collaboration Between Multiple Experts for Knowledge Adaptation on Multiple Remote Sensing Sources," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, 2022.
The Proposed Network Architecture
Incomplete Dataset Setting
Incomplete Dataset Setting
Training Strategy
Training Strategy
B. H. Ngo, J. H. Kim, Y. J. Chae and S. I. Cho, "Multi-View Collaborative Learning for Semi-Supervised Domain Adaptation," in IEEE Access, vol. 9, pp. 166488-166501, 2021.
The proposed method for Semi-supervised Domain Adaptation
Grad-CAM Visualization
t-SNE Visualization
B. H. Ngo, J. H. Park, S. J. Park and S. I. Cho, "Semi-Supervised Domain Adaptation Using Explicit Class-Wise Matching for Domain-Invariant and Class-Discriminative Feature Learning," in IEEE Access, vol. 9, pp. 128467-128480, 2021.
The Proposed Network Architecture
Confusion Matrix Visualization
t-SNE Visualization
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