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"Geometric deep learning on graphs and manifolds", Medical Imaging Summer School (MISS), Favignana, Italy, 2018 (forthcoming)
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"Geometric deep learning", Symposium on Geometry Processing (SGP), Paris, France, 2018 (forthcoming)
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Geometric deep learning on graphs and manifolds,
SIAM Annual Meeting, Portland, USA, 2018 (forthcoming)
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Geometric deep learning on graphs and manifolds: going beyond Euclidean data,
Open Data Science Conference (ODSC), Boston, USA, 2018 (forthcoming)
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Geometric deep learning on graphs and manifolds,
NIPS, Long Beach USA, December 2017 (with J. Bruna, Y. LeCun, A. Szlam, X. Bresson)
Video recording
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Computing and processing correspondences with functional maps,
SIGGRAPH, Los Angeles, USA, July 2017 (with M. Ovsjanikov, L. Guibas, M. Ben-Chen, F. Chazal, A. Bronstein)
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3D deep learning,
CVPR, Honolulu, Hawaii, USA, July 2017 (with H. Su, L. Guibas, C. Qi, Q. Huang, E. Kalogerakis)
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Geometric deep learning on graphs,
CVPR, Honolulu, Hawaii, USA, July 2017 (with J. Bruna, Y. LeCun, A. Szlam, X. Bresson)
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Spectral methods for 3D data analysis,
CVPR, Honolulu, Hawaii, USA, July 2017 (with M. Ovsjanikov, A. Bronstein)
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Geometric deep learning on graphs and manifolds,
TU Munich, June-July 2017.
Video recording Part 1 | Part 2
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Computing and processing correspondences with functional maps,
SIGGRAPH Asia, Macao, 6 December 2016 (with M. Ovsjanikov, L. Guibas, M. Ben-Chen, F. Chazal, A. Bronstein)
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Geometric deep learning on graphs and manifolds,
Amazon Research, Haifa, Israel, 29 December 2016.
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Geometric deep learning,
SIGGRAPH Asia, Macao, 5 December 2016 (with H. Li)
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Geometric deep learning on graphs and manifolds,
Technion, Israel, 1 December 2016.
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Geometric deep learning,
European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, 8 October 2016.
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Deep learning for shape analysis,
EUROGRAPHICS,
Lisbon, Portugal, May 2016 (with E. Kalogerakis)
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Spectral methods in 3D data analysis,
International Conference on Image Processing (ICIP), Quebec, Canada, September 2015.
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Spectral and learning methods in geometric data analysis,
Steklov Institute Computer Science Club, St. Petersburg, Russia, September 2015.
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Bases for images and surfaces,
Computer Vision and Pattern Recognition (CVPR), Columbus, USA, 2014 (with A. Bronstein, I. Kokkinos, G. Papandreou).
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Spectral geometry methods in 3D data analysis,
International Conference on Computer Vision (ICCV), Sydney, Australia, December 2013 (with A. Bronstein).
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Spectral geometry methods in shape analysis,
Conference on Graphics, Patterns, and Images (SIBGRAPI), Arequipa, Peru, August 2013.
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Diffusion and spectral geometry,
Symposium on Geometry Processing (SGP), Genoa, Italy, July 2013.
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Metric and diffusion geometry in shape analysis,
International Computer Vision Summer School (ICVSS), Ragusa, Italy, July 2012.
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Non-linear dimensionality reduction,
Biomedical Image Analysis Summer School : Modalities, Methodologies & Clinical Research, Paris, France, 9-13 July 2012.
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Metric and diffusion geometry in shape analysis,
Summer School on Surface Representation, Extraction, and Analysis (SERA), Tampere, Finland, June 2012.
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Diffusion geometry in deformable shape analysis, EUROGRAPHICS, Cagliari, Italy, 14 May 2012 (with A. Bronstein and U. Castellani).
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Diffusion and metric methods in shape analysis, University of Florence, Italy, 27-28 July 2011.
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Diffusion geometry methods in shape analysis, Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, 20 June 2011 (with A. Bronstein).
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Diffusion geometry in shape analysis, European Conference on Computer Vision (ECCV), Greece, 5 September 2010 (with A. Bronstein).
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Numerical geometry of non-rigid shapes: global and local geometric methods in shape analysis, Mini-tutorial, SIAM Conference on Imaging Sciences, April 2010 (with A. Bronstein).
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Analysis and synthesis of non-rigid shapes, Parisian Master of Research in Computer Science (MPRI), École Nationale Supériore des Télécommunications, Paris, 9 December 2009 (guest lecture).
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Numerical geometry of non-rigid objects, International Conference on Computer Vision (ICCV), Kyoto, Japan, 28 September 2009 (with A. Bronstein).
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Numerical geometry of non-rigid shapes, Computer Vision and Pattern Recognition (CVPR), Minneapolis, USA, 18 June 2007 (with A. Bronstein).
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