Vit Ruzicka

Postdoc, Jet Propulsion Laboratory

Joined

November 2023

Names

Vit Ruzicka (Preferred)

Vít Růžička

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Postdoc

Jet Propulsion Laboratory (jpl.nasa.gov)

2025 – 2027

PhD student

Department of Computer Science (cs.ox.ac.uk)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Andrew Markham

Present

Postdoc Advisor

David R. Thompson

Present

PhD Advisor

Niki Trigoni

Present

Coauthor

Gonzalo Mateo-García

Present

Expertise

Machine Learning

Present

Remote Sensing

Present

Imaging Spectroscopy

Present

Publications

RaVÆn: unsupervised change detection of extreme events using ML on-board satellites
Vit Ruzicka, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Dr C. P. Bridges, Valentina Zantedeschi
- OpenReview Archive Direct Upload
- Readers: Everyone
Semantic segmentation of methane plumes with hyperspectral machine learning models
Vit Ruzicka, Gonzalo Mateo-Garcia, Luis Gómez-Chova, Anna Vaughan, Luis Guanter, Andrew Markham
- Nature, Scientific Reports
- Readers: Everyone
Operational Deployment of Hyperspectral Machine Learning Models for Methane Leak Detection at the United Nations
Vít Růžička, Gonzalo Mateo-García, Itziar Irakulis-Loitxate, Manuel Montesino San Martin, Juan Emmanuel Johnson, Anna Allen, Claudio Cifarelli, Luis Guanter
- Crossref
- Readers: Everyone
Digital Plankton
Vit Ruzicka
- NeurIPS Creative AI Track 2025
- Readers: Everyone
Fast model inference and training on-board of Satellites
Vít Růžička, Gonzalo Mateo-García, Chris Bridges, Chris Brunskill, Cormac Purcell, Nicolas Longépé, Andrew Markham
- University of Oxford - Symplectic Elements
- Readers: Everyone
Unsupervised Change Detection of Extreme Events Using ML On-Board
Vít Růžička, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Chris Bridges, Gonzalo Mateo-Garcia, Valentina Zantedeschi
- University of Oxford - Symplectic Elements
- Readers: Everyone
Fast and accurate object detection in high resolution 4K and 8K video using GPUs
Vít Růžička, Franz Franchetti
- University of Oxford - Symplectic Elements
- Readers: Everyone
HyperspectralViTs: General Hyperspectral Models for On-Board Remote Sensing
Vít Růžička, Andrew Markham
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Readers: Everyone
Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes
James Parr, Giacomo Acciarini, Chris Bridges, Gonzalo Mateo-Garcia, Enrique Portales-Julia, Cormac Purcell, Vit Ruzicka, Anne Spalding, Josh Veitch-Michaelis
- University of Oxford - Symplectic Elements
- Readers: Everyone
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators
Gonzalo Mateo-García, Cesar Aybar, Giacomo Acciarini, Vít Růžička, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova
- University of Oxford - Symplectic Elements
- Readers: Everyone

View all 13 publications

Co-Authors

View all 28 co-authors