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Domain Generalization with CSD Method by merritt.jiang is a document available to read on EtoBox.
What is Domain Generalization with CSD Method about?
The document presents a novel approach called Common Specific Decomposition (CSD) for domain generalization, which aims to train models that generalize to unseen domains by learning a common component and a domain-specific component. CSD simplifies the process by modifying only the final classification layer of neural networks and has been shown to outperform existing methods in terms of accuracy and efficiency. The authors provide theoretical analysis, empirical results, and insights into the effectiveness
- Author
- merritt.jiang
- Language
- EN