3rd MACLEAN workshop at ECML/PKDD 2021 – 17/09/2021

We are pleased to annonce that the 3rd edition of MACLEAN workshop will be virtually held in conjunction with the ECML/PKDD 2021, September 17, 2021.

Website: https://sites.google.com/view/maclean21/

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KEY DATES

  • Paper submission deadline: June 23, 2021 (extended to July 07)
  • Rejected Conference Papers sent to Workshops: June 23, 2021 (extended to July 07)
  • Paper acceptance notification: July 30, 2021
  • Paper camera-ready deadline: September 03, 2021
  • Presentation video deadline: TBA
  • Workshop date (virtual): September 17, 2021

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PROGRAM

9h00 – 9h15 Welcome
9h15 – 10h15 Invited Speaker: Prof. Dr. Ir. Aleksandra Pizurica, Sparse coding and deep learning in the analysis of hyperspectral images in remote sensing (link to keynote)
10h30 – 11h30 First Session: Semi-Supervised and (Inter)active Learning

  • Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux and Guy Le Besnerais. Interactive Learning for Semantic Segmentation in Earth Observation (paper)

  • Vit Ruzicka, Stefano D’Aronco, Jan Dirk Wegner and Konrad Schindler. Deep Active Learning in Remote Sensing for data efficient Change Detection (paper)

  • Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch and Sébastien Lefèvre. On Auxiliary Losses for Semi-Supervised Semantic Segmentation (paper)

11h45 – 12h45 Second Session: Physical event characterization

  • Yousef Razeghi, Wilhelm Hasselbring, Christian Berndt and Ines Dumke. Comparing Machine Learning Methods for Predicting Seismic P-wave Velocity on Global Scale (paper)

  • Clémentin Boittiaux, Paul Nguyen Hong Duc and Dorian Cazau. Embedding underwater passive acoustics and SAR images in multi-modal deep generative models for wind speed classification (paper)

  • Abhijit Mukherjee and Pabitra Mitra. Joint Learning for Cyclone Track Nowcasting (paper)

14h15 – 15h15 Invited Speaker: Prof. Devis Tuia, Making sense of geospatial data with deep learning … while interacting with people (link to keynote)
15h30 – 16h30 Third Session: Multi-spectral and Colorization

  • Youssef Mourchid, Marc Donias and Yannick Berthoumieu. Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images (paper)

  • Pallavi Jain, Bianca Schoen-Phelan and Robert Ross. Tri-Band Assessment of Multi-Spectral Satellite Data for Flood Detection (paper)

  • Estèle Glize, Marie-José Huguet, Gilles Tredan, Marc Lucas and Marion Sutton. Clustering Sargassum Mats from Earth Observation Data (paper)

16h30 – 17h Discussion and Closing

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PC-CHAIRS:
Thomas Corpetti, CNRS, LETG-Rennes COSTEL UMR 6554 CNRS, Rennes, France
Dino Ienco, INRAE, UMR Tetis, Montpellier, France
Roberto Interdonato, CIRAD, UMR Tetis, Montpellier, France
Minh-Tan Pham, Univ. Bretagne-Sud, UMR 6074, IRISA, Vannes, France
Sébastien Lefèvre, Univ. Bretagne-Sud, UMR 6074, IRISA, Vannes, France

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