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Author

R. Priyadarshini

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2 papers indexed here

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Open access Sep 2026

Rethinking Attention: Entropy-Guided Iterative Refinement for Language Models

Standard Multi-Head Attention (MHA) computes contextual representations in a single forward pass, providing no mechanism to detect or correct diffuse or suboptimal attention distributions. Existing efforts to improve attention have primarily targeted computational efficiency or sequence length, leaving attention qualit...

R. Priyadarshini, Subham Divakar · 0 citations
Aug 2026

Automatic lung cancer classification using histopathological images: A hybrid DenseNet121-slantlet transform framework

Accurate classification of histopathological images is essential in the early diagnosis and treatment of lung cancer. Conventional deep learning approaches often face the challenges of simulating fine-grained texture features of low-level features as well as high-level semantic features that can be observed in complex...

Biswaranjan Debata, R. Priyadarshini, S. Mohapatra · 0 citations

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