Author

Yogesh Kumar

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Jul 2026

XGRVFL-MV: Residual-Coupled Graph-Embedded Multi-View Random Vector Functional Link Network with FleXi Guardian Loss

A Residual-Coupled Graph-Embedded Multi-View RVFL model with fleXi guardian loss (XGRVFL-MV) for multi-view classification that achieves competitive classification performance compared with the baseline methods across the evaluated benchmark datasets.

Yogesh Kumar, M. Ganaie · arXiv.org · 0 citations

#artificial intelligence Feb 2026

MINT: Multimodal Imaging-to-Speech Knowledge Transfer for Early Alzheimer's Screening

This work proposes MINT (Multimodal Imaging-to-Speech Knowledge Transfer), a three-stage framework that transfers MRI-derived biomarker structure to speech during training and is the first demonstration of MRI-to-speech knowledge transfer for early Alzheimer's screening without imaging at inference.

Vrushank Ahire, Yogesh Kumar, Anouck Girard et al. · arXiv.org · 1 citation