Publications

Results also on Google Scholar.

2026

Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026
Anthony Miyaguchi, Murilo Gustineli, Adrian Cheung
LifeCLEF Workshop, Jena 2026
arXiv Code
Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification
Alper Erten, Murilo Gustineli, Adrian Cheung
LifeCLEF Workshop, Jena 2026 — CVPR poster
arXiv Code

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025
Anthony Miyaguchi, Murilo Gustineli, Adrian Cheung
LifeCLEF Workshop, Madrid 2025 — Best Working Note Paper Award
arXiv Code
Tile-Based ViT Inference with Visual-Cluster Priors for Zero-Shot Multi-Species Plant Identification
Murilo Gustineli, Anthony Miyaguchi, Adrian Cheung, Divyansh Khattak
LifeCLEF Workshop, Madrid 2025 — CVPR poster
arXiv Code
Transfer Learning and Mixup for Fine-Grained Few-Shot Fungi Classification
Jason Kahei Tam, Murilo Gustineli, Anthony Miyaguchi
LifeCLEF Workshop, Madrid 2025
arXiv Code

Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024
Anthony Miyaguchi, Adrian Cheung, Murilo Gustineli, Ashley Kim
LifeCLEF Workshop, Grenoble 2024 — Best Working Note Paper Award
arXiv Code
Multi-Label Plant Species Classification with Self-Supervised Vision Transformers
Murilo Gustineli, Anthony Miyaguchi, Ian Stalter
LifeCLEF Workshop, Grenoble 2024
arXiv Code
Transfer Learning with Self-Supervised Vision Transformers for Snake Identification
Anthony Miyaguchi, Murilo Gustineli, Austin Fischer, Ryan Lundqvist
LifeCLEF Workshop, Grenoble 2024
arXiv Code

Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classification
Anthony Miyaguchi, Nathan Zhong, Murilo Gustineli, Chris Hayduk
LifeCLEF Workshop 2023 — Best Working Note Paper Award
arXiv Code

A survey on recently proposed activation functions for Deep Learning
Murilo Gustineli
arXiv
arXiv