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Author

A. Sindhu Devi

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Open access Aug 2026

Cross-Domain Generalization Neural Architecture Search for Robust Clinical Image Analysis

A Cross-Domain Generalization Neural Architecture Search (CDG-NAS) framework that automatically discovers neural network architectures capable of maintaining high diagnostic accuracy under diverse clinical domain shifts and incorporates domain robustness as a first-class optimization objective throughout the search pro...

A. Devi, L. Atlas · 0 citations
Open access Jul 2026

Domain-Adaptive Neural Architecture Search: A Unified Framework for Vision, Language, Healthcare, and Edge Intelligence

A Domain-Adaptive Neural Architecture Search (DA-NAS) framework that learns domain-aware architectural patterns while it maintains a shared search space and optimisation strategy, demonstrating that the proposed approach reduces search cost and improves cross-domain transferability.

A. Sindhu Devi, L. Godlin Atlas · 0 citations

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