Vít Ruzicka

According to our database, Vít Ruzicka authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models.

César Aybar, Gonzalo Mateo-García, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

HyperspectralViTs: General Hyperspectral Models for On-board Remote Sensing.

Vít Ruzicka, Andrew Markham

CoRR, 2024

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, Vít Ruzicka, Anne Spalding, Josh Veitch-Michaelis

Proceedings of the IGARSS 2024, 2024

2023

Fast Model Inference and Training On-Board of Satellites.

Vít Ruzicka, Gonzalo Mateo-García, Chris Bridges, Chris Brunskill, Cormac Purcell, Nicolas Longépé, Andrew Markham

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators.

Gonzalo Mateo-García, César Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Unsupervised Wildfire Change Detection based on Contrastive Learning.

Beichen Zhang, Huiqi Wang, Amani Alabri, Karol Bot, Cole McCall, Dale A. Hamilton, Vít Ruzicka

CoRR, 2022

Tighter Variational Bounds are Not Necessarily Better. A Research Report on Implementation, Ablation Study, and Extensions.

Amine M'Charrak, Vít Ruzicka, Sangyun Shin, Madhu Vankadari

CoRR, 2022

2021

Unsupervised Change Detection of Extreme Events Using ML On-Board.

Vít Ruzicka, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Chris Bridges, Gonzalo Mateo-Garcia, Valentina Zantedeschi

CoRR, 2021

2020

Deep Active Learning in Remote Sensing for data efficient Change Detection.

Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020

Examining Student Coding Behaviours in Creative Computing Lessons using Abstract Syntax Trees and Vocabulary Analysis.

Matthew Yee-King, Louis McCallum, Maria Teresa Llano, Vít Ruzicka, Mark d'Inverno, Mick Grierson

Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education, 2020

2019

The Myths of Our Time: Fake News.

Vít Ruzicka, Eunsu Kang, David Gordon, Ankita Patel, Jacqui Fashimpaur, Manzil Zaheer

CoRR, 2019

2018

Estimating Bicycle Route Attractivity from Image Data.

Vít Ruzicka

CoRR, 2018

Fast and accurate object detection in high resolution 4K and 8K video using GPUs.

Vít Ruzicka, Franz Franchetti

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018