arXiv:2607. 14160v1 Announce Type: new Abstract: Wildfire detection from satellite imagery is a semantic image segmentation problem that has proven to be difficult due to challenges such as class imbalance, feature complexity, and atmospheric interference.
By Jaiman Munshi (IonQ Team, App Dev Club, University of Maryland, College Park), Tanvi Tewary (IonQ Team, App Dev Club, University of Maryland, College Park), Sawyer Bloom (IonQ Team, App Dev Club, University of Maryland, College Park), Aidan Chu (IonQ Team, App Dev Club, University of Maryland, College Park), Chetan Maviti (IonQ Team, App Dev Club, University of Maryland, College Park), Kyon Winston-Bey (IonQ Team, App Dev Club, University of Maryland, College Park), Harshit Badjatia (IonQ Team, App Dev Club, University of Maryland, College Park), Farhan Kittur (IonQ Team, App Dev Club, University of Maryland, College Park), Vardhan Madhavarapu (IonQ Team, App Dev Club, University of Maryland, College Park), Varun Kota (IonQ Team, App Dev Club, University of Maryland, College Park), Joshua Kwon (IonQ Team, App Dev Club, University of Maryland, College Park), Nazia Rangwala-Vohra (IonQ Team, App Dev Club, University of Maryland, College Park), Franz Klein (IonQ Team, App Dev Club, University of Maryland, College Park)
arXiv:2604. 26675v2 Announce Type: replace-cross Abstract: We investigate variational quantum classifiers (VQCs) for land-cover classification from multispectral satellite imagery, adopting a feature-map perspective in which the quantum circuit defines a nonlinear data embedding while the readout determines how this representation is exploited.
By Ralntion Komini, Aikaterini Mandilara, Georgios Maragkopoulos, Dimitris Syvridis
arXiv:2607. 21186v1 Announce Type: cross Abstract: Numerous studies have analyzed the use of hybrid quantum-classical convolutional neural networks as a promising alternative to classical deep learning.
By Guillermo Rubi\~nos Rodr\'iguez, Mart\'in Ottavianelli, Mateo Alonso, Gonzalo Bl\'azquez Gil, Boris-Stephan Rauchmann, Pablo D\'iez-Valle, Sergio Altares-L\'opez