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Murilo Gustineli

2 papers indexed

arxivcs.CVcs.AIcs.LG2026-07-16

Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification

Alper Erten, Murilo Gustineli, Adrian Cheung

This paper describes DS@GT ARC's third-place solution to the PlantCLEF 2026 challenge on multi-species plant identification in vegetation quadrat images, where systems must predict every species present in high-resolution (~3000 x 3000 pixel) plot photographs while training only…

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arxivcs.SDcs.AIcs.LG2026-07-16

Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026

Anthony Miyaguchi, Murilo Gustineli, Adrian Cheung

This paper details the DS@GT ARC team's approach to BirdCLEF+ 2026, multi-label detection of animal vocalizations in soundscapes from the Pantanal wetlands. The 2026 edition adds about an hour of labeled soundscapes, shifting the task toward supervised pipelines fit to the labele…

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