audio token representations 1bird sound classification 1habitat priors 1k-nearest neighbors 1multi-label detection 1multi-scale vision 1neural audio codecs 1plant identification 1supervised learning 1vision transformers 1
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cs.CV2026
Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification
Alper Erten, Murilo Gustineli, Adrian Cheung
The paper presents a multi-scale Vision Transformer pipeline that combines tile‑wise classification, k‑nearest‑neighbor retrieval, and geographic habitat priors to identify multipl…
cs.CV2025
Tile-Based ViT Inference with Visual-Cluster Priors for Zero-Shot Multi-Species Plant Identification
Murilo Gustineli, Anthony Miyaguchi, Adrian Cheung +1
We describe DS@GT's second-place solution to the PlantCLEF 2025 challenge on multi-species plant identification in vegetation quadrat images. Our pipeline combines (i) a fine-tuned…