AAAI 2026technical0 citations
NutriScreener: Retrieval Augmented Multi-Pose Graph Attention Network for Malnourishment Screening
Misaal Khan, Mayank Vatsa, Kuldeep Singh, Richa Singh
Abstract
Child malnutrition remains a global crisis, yet existing screening methods are laborious and poorly scalable, hindering early intervention. In this work, we present NutriScreener, a retrieval-augmented, multi-pose graph attention network that combines CLIP-based visual embeddings, class-boosted knowledge retrieval, and context awareness to enable robust malnutrition detection and anthropometric prediction from children
BibTeX
@inproceedings{aaai2026_nutriscreenerret,
title = {NutriScreener: Retrieval Augmented Multi-Pose Graph Attention Network for Malnourishment Screening},
author = {Misaal Khan and Mayank Vatsa and Kuldeep Singh and Richa Singh},
booktitle = {AAAI 2026},
year = {2026}
}