Original ResearchPublished 5 October 2026A Vision Transformer-based few-shot learning approach for leaf disease classificationNandhini Chokkalingam · Lakshmi Priya G · Chanthini Baskar · L SumalathaFrontiers in Agronomydoi 10.3389/fagro.2026.1918022
Original ResearchPublished 29 September 2026Biomedical retrieval-augmented generation for relation classificationJannat · Charlie Dil · Tom Arodz · Bridget T. McInnesFrontiers in Research Metrics and Analyticsdoi 10.3389/frma.2026.1919972
Original ResearchPublished 8 September 2026A transformer-FSL-GAN framework for multiclass water quality classification under limited data conditionsAshikur Rahman · Gwo Chin Chung · Yin Hoe NgFrontiers in Waterdoi 10.3389/frwa.2026.1902772
Bird SciencePublished 1 July 2024Birds, bats and beyond: evaluating generalization in bioacoustics modelsBart van Merriënboer · Jenny Hamer · Vincent Dumoulin · Eleni Triantafillou · Tom DentonFrontiers in Bird Sciencedoi 10.3389/fbirs.2024.1369756