2 papers
cs.LG2026
G-NAC: Graph Neural Automata Clustering via Emergent Domain Formation
Keith Miller, Tristan Crawford
We introduce Graph Neural Automata Clustering (G-NAC), an unsupervised clustering method in which observations interact as cells on a fixed neighborhood graph. A shared recurrent g…
eess.IV2025
Cepstrum-Based Texture Features for Melanoma Detection
Keith Miller, Tristan Crawford, Jason Hagerty +2
This paper introduces a set of cepstrum-based texture features for melanoma classification and validates their performance on dermoscopic images from the ISIC 2019 dataset. We prop…