Author

Valentina Parma

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Aug 2026

Dynamics of infant preshaping: Longitudinal analysis using automated hand pose tracking from home video.

Infant reaching and grasping scaffold opportunities for exploration, learning, and communication, making them central to early development. Yet most prehension research relies on laboratory methods, which constrain sample sizes and the density of longitudinal follow-up. Here we used automated pose estimation (HaMeR) to...

Kaitlyn Campbell, Melissa N. Horger, G. Pavlakos et al. · Infant Behavior and Developm... · 0 citations

#machine learning Preprint Sep 2026

GraphNOSE: A Graph Transformer in Olfaction

GraphNOSE is introduced, an open-source graph transformer framework that predicts multi-label odor descriptors from simplified molecular-input line-entry system strings for single molecules and binary mixtures and is established as a scalable and interpretable architecture for olfactory prediction that generalizes to s...

Mrityunjay Sharma, Sarabeshwar Balaji, Valentina Parma et al. · 0 citations