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PAPER AWARDS

Congratulations to the winner of the MACLEAN BEST PAPER AWARD sponsored by ESA (European Space Agency) and AFRIF (The French Association of Pattern Recognition and Interpretation).

Giannis Ashiotis, Evgenios Tsigkanos, Theodoros Christoudias and Mihalis A. Nicolaou. "AI for Air Quality: Leveraging Data Fusion for Deep Downscaling of Atmospheric Pollutants"

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FULL PROGRAM - Monday, September 19, 2022 (Afternoon)

14h30 - 14h45 Welcome

14h45 - 15h45 Invited Talk: Prof. Ribana Roscher, Explain the world to me - On the benefit of explainable machine learning for Earth observation [slides]

15h45 - 16h30 First Session

• Arthur Filoche, Theo Archambault, Anastase Charantonis and Dominique Béréziat. Statistics-free interpolation of ocean observations with deep spatio-temporal prior [paper] [slides]

• Onatkut Dagtekin and Nina Dethlefs. Multimodal Approach to Early Detection of Harmful Algal Blooms [paper] [slides]

• Tzu-Hsuan Hsu, Yu-Chee Tseng and Jen-Jee Chen. Graph Attention Transformer for Unsupervised Multivariate Time Series Anomaly Detection [paper] [slides]

16h30 - 16h45 Break

16h45 - 17h45 Prof. Jan Dirk Wegner, Large-scale analysis of geospatial data with machine learning [slides]

17h45 - 18h30 Second Session

• Daniele Rege Cambrin, Luca Colomba and Paolo Garza. Vision Transformers for Burned Area Delineation [paper] [slides]

• Giannis Ashiotis, Evgenios Tsigkanos, Theodoros Christoudias and Mihalis A. Nicolaou. AI for Air Quality: Leveraging Data Fusion for Deep Downscaling of Atmospheric Pollutants [paper] [slides]

• Gabriel Kasmi, Dubus Laurent, Yves-Marie Saint-Drenan and Philippe Blanc. DeepSolar tracker: towards unsupervised assessment with open-source data of the accuracy of deep learning-based distributed PV mapping [paper] [slides]

18h30 Award Annoucement and Closing