All times are in CEST.
09:00-09:30 | Invited Talk: Robust Vision Algorithms for Collaborative Robots towards Lunar ISRU |
Tat-Jun Chin |
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09:30-09:50 | Problem Landscape Analysis for Lunar Landing Site Selection | Bogdan Filipic and Aljosa Vodopija |
09:50-10:10 | Deep Reinforcement Learning for Diwata Microsatellite Attitude Control with MATA Simulator and OpenAI Gym |
James-Andrew Sarmiento, Vanessa Tan, John Leur Labrador, Marc Caesar Talampas and Prospero Naval Jr. |
10:10-10:20 | Neural Networks for Robotic Pose Estimation in Safety-Critical Space Systems | Nick Hauptvogel, Dierk Luedemann and Jasminka Matevska |
10:20-10:30 | Bridging the Gap between Theory and Data by Leveraging Large Data sets | Yuan-Sen Ting |
10:30-10:40 | Navigation and safety of rovers using Reinforcement Learning | Sindhu Padakandla |
11:00-11:30 | Invited Talk: Developments and Trends in Artificial Intelligence for Deep Space Exploration |
Binfeng Pan |
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11:30-11:50 | Addressing a grand challenge with a killer App: the progress of AIDA in detecting extreme events in observations and simulations |
Giovanni Lapenta and Aida Consortium Www.Aida-Space.Eu |
11:50-12:00 | Artificial Intelligence Algorithms for the Generic Data Reduction Framework for Space Surveillance |
Ana-Maria Piso, Octavian-Angelo Voicu, Pierre-Guillaume Sprimont, Bogdan Bija, Oscar Alonso Lasheras and Vlad Gabriel Olteanu |
12:00-12:10 | Using co- and tri-clustering to make sense of big geospatial data cubes | Raúl Zurita-Milla, Emma Izquierdo-Verdiguier, Serkan Girgin, Francesco Nattino, Ou Ku and Meiert Willem Grootes |
12:10-12:20 | Planetary unsupervised change detection | Sudipan Saha and Xiao Xiang Zhu |
12:20-12:30 | Classification of Solar Energetic Activity using Data Analysis and Clustering of Active Regions |
Hanne Baeke, Jorge Amaya, Sara Jamal and Giovanni Lapenta |
13:20-13:40 | AI-Pathfinder: DL4EO priority development agenda | Juan Pedro and Laura Moreno |
13:40-14:00 | PHI-Sat-2: Onboard AI Apps for Earth Observation | Alessandro Marin, César Coelho, Florian Deconinck, Irina Babkina, Nicolas Longepe and Massimiliano Pastena |
14:00-14:10 | Towards the design of calibrated AutoML algorithms for Classification in Earth Observation |
Rene Traore, Andrés Camero and Xiaoxiang Zhu |
14:10-14:20 | Discover the mysteries of the Maya | Nikola Simidjievski and the AiTLAS consortium |
15:00-15:30 | Invited Talk: Deep Space Learning: new trends for on-board networks for guidance and navigation |
Dario Izzo |
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15:30-15:50 | Uncertainty-Aware Learning for Improvements in Image Quality of the Canada-France-Hawaii Telescope |
Sankalp Gilda, Stark Draper, Sebastien Fabbro, William Mahoney, Simon Prunet, Kanoa Withington, Matthew Wilson, Yuan-Sen Ting and Andrew Sheinis |
15:50-16:10 | Anomaly detection for real-time identification of changing-state AGNs in massive datasets |
Paula Sánchez-Sáez, Hernan Lira, Luis Martí and Nayat Sanchez-Pi |
16:10-16:20 | Intelligent Dashboard of the Celestial Meteor CAMS Data | Julia Nguyen, Chicheng Ren, Sahyadri Krishna, Chad Roffey, Alfred Emmanuel, Jesse Lash, Meher Kasam, Siddha Ganju and Peter Jenniskens |
16:20-16:30 | It's a Bird, It's a Plane, It's a Meteor! | Surya Ambardar, Siddha Ganju and Peter Jenniskens |
16:30-16:40 | Benefits of Unsupervised Domain Adaptation in Constraining Galaxy Star Formation Histories |
Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt and Guillaume Richard |
16:40-17:00 | Summary and discussion |