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Thomas, J.; Landwehr, S.; Volpi, M.; Schmale, J. "ACE-DATA: Antarctic Circumnavigation Expedition – Delivering Added value To Antarctica (Version 1.0)" Preprint 2019 View publication
Preprint
Landwehr, S.; Schmale, J.; Walton, D. "Connecting the Southern Ocean with Clouds" Eos 100 2019 View publication
Journal Article
Wüest, R. O.; Zimmermann, N. E.; Zurell, D.; Alexander, J. M.; Fritz, S. A.; Hof, C.; Kreft, H.; Normand, S.; Cabral, J. S.; Szekely, E.; et al. "Macroecology in the age of Big Data – Where to go from here?" Journal of Biogeography 47 1-12 2019 View publication
Journal Article
Volpi, M. "Semantic interpretation of optical remote sensing data by computer vision and machine learning" Keynote talk at Applied Machine Learning Days (AMLD), Lausanne (CH) 2019 View publication
Presentation
Dong, X.; Thanou, D.; Rabbat, M.; Frossard, P. "Learning Graphs From Data: A Signal Representation Perspective" IEEE Signal Processing Magazine 36 3 44-63 2019 View publication
Journal Article
Salamanca, L.; Mechawar, N.; Murai, K. K.; Balling, R.; Bouvier, D. S.; Skupin, A. "MIC-MAC: An automated pipeline for high-throughput characterization and classification of three-dimensional microglia morphologies in mouse and human postmortem brain samples" Glia 67 8 1496-1509 2019 View publication
Journal Article
Bredell, G.; Tanner, C.; Konukoglu, E. "Iterative Interaction Training for Segmentation Editing Networks" Machine Learning in Medical Imaging 11046 363-370 2018 View publication
Conference Paper
Urner, J.; Bucher, D.; Yang, J.; Jonietz, D. "Assessing the Influence of Spatio-Temporal Context for Next Place Prediction using Different Machine Learning Approaches" ISPRS International Journal of Geo-Information 7 5 166 2018 View publication
Journal Article
Grassi, F.; Loukas, A.; Perraudin, N.; Ricaud, B. "A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs" IEEE Transactions on Signal Processing 66 3 817-829 2018 View publication
Journal Article
Perraudin, N.; Ricaud, B.; Shuman, D. I.; Vandergheynst, P. "Global and local uncertainty principles for signals on graphs" APSIPA Transactions on Signal and Information Processing 7 1 2018 View publication
Journal Article
Perraudin, N.; Holighaus, N.; Søndergaard, P. L.; Balazs, P. "Designing Gabor windows using convex optimization" Applied Mathematics and Computation 330 266-287 2018 View publication
Journal Article
Fluri, J.; Kacprzak, T.; Refregier, A.; Amara, A.; Lucchi, A.; Hofmann, T. "Cosmological constraints from noisy convergence maps through deep learning" Physical Review D 98 12 123518 2018 View publication
Journal Article
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