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Anthony Miyaguchi

2 papers indexed

arxivcs.CV2026-07-17

DS@GT ARC at AnimalCLEF 2026: Species-Aware Graph Construction for Multi-Species Animal Re-Identification

Evan Sinclair Smith, Anthony Miyaguchi, Snigdha Palamari, Danté Evangelista

Automated individual animal re-identification is essential for large-scale biodiversity monitoring; however, field imagery complicates separating identity cues from nuisance variation in pose, illumination, background, resolution, and species-specific morphology. The DS@GT ARC su…

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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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