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Amey Gupta

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#artificial intelligence Preprint Oct 2026

Complementing DINO Features with Image Structure for Part Discovery

Part-DINO is introduced, a training-free framework that combines boundaries from low-level image segmentation with DINO's semantic features, and produces structurally coherent part assignments, outperforming training-free baselines across four standard benchmarks and remaining competitive with weakly-supervised and uns...

Samyak Rawlekar, Nikhil Chowdary Paleti, Amey Gupta et al. · 0 citations
Open access Oct 2026

The Multi-scale Copula Index (MCI): a new information-theoretic measure of association and its applications in functional cancer genomics

Cancer genomic analyses increasingly involve large, complex datasets representing diverse ‘omics’ variables, such as gene expression, mutations, copy number alterations, genetic perturbations (e.g. CRISPR or iRNA), drug sensitivity, and clinical phenotypes, making it crucial to accurately measure associations among the...

Timothy Pham, Karina Meneses-Cime, Jia-Yan Ma et al. · 0 citations

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