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cs.LG2025
Text-Driven Causal Representation Learning for Source-Free Domain Generalization
Lihua Zhou, Mao Ye, Nianxin Li +7
Deep learning often struggles when training and test data distributions differ. Traditional domain generalization (DG) tackles this by including data from multiple source domains,…
cs.LG2025
MoE-Enhanced Explainable Deep Manifold Transformation for Complex Data Embedding and Visualization
Zelin Zang, Yuhao Wang, Jinlin Wu +5
Dimensionality reduction (DR) plays a crucial role in various fields, including data engineering and visualization, by simplifying complex datasets while retaining essential inform…