Fall 2018 - List of available papers

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Please team up with one of the groups below to form groups of up to three students.

Fall 2018 - List of selected papers

Talk duration: 10 minutes

1 - 14h30) CORDONNIER Matthieu, HACQUARD Olympio, Alex Delalande - Deep Learning with Topological Signatures , Hofer et al., Technical report 2017.
2 - 14h45) Scott Pesme, Nicolas Donati, Lucas Willems - Persistence-based Structural Recognition , Li et al., IEEE CVPR 2014.
3 - 15h00) Pierre Boyeau, Pierre OREISTEIN, Charles Sejourne - Lifted Wasserstein Matcher for Fast and Robust Topology Tracking , Soler et al., IEEE LDAV 2018
4 - 15h15) Romain Zimmer, Louis Combaldieu, Felix Gaschi - Persistence diagrams with Linear Machine Learning Models , Obayashi et al., Technical report 2017.
5 - 15h30) Clemence REDA, Skander Karkar, Tangi HETET - Kernel method for persistence diagrams via kernel embedding and weight factor , Kusano et al., JMLR 2018
6 - 15h45) LIN Lu, HSIEH yu-guan, NOYIESSIE-NDEBEKA Rostant - Topological Function Optimization for Continuous Shape Matching , Poulenard et al., SGP 2018
7 - 16h00) Mostafa Bouziane, Axel Elaldi, Pierre Liotet - Mandatory Critical Points of 2D Uncertain Scalar Fields , Guenther et al., EuroVis 2014
8 - 16h15) Pierre-Louis Guhur, Joachim Bona-Pellissier, Elie Studnia - Topologically Controlled Lossy Compression , Soler et al., IEEE PacificVis 2018
9 - 16h30) Louis GUO, Thomas WANG, Armand LACOMBE - The density of expected persistence diagrams and its kernel based estimation. , Chazal et al., SoCG 2018
10 - 16h45) Tong ZHAO, Darius AFCHAR HERAVI MOGHADDAM, ?? - Robust and Fast Extraction of 3D Symmetric Tensor Field Topology , Roy et al., IEEE VIS 2018
11 - 17h00) Gauthier Tallec, Cedric Gerbelot-Barrillon, ?? - Jacobi Fiber Surfaces for Bivariate Reeb Space Computation , Tierny et al., IEEE VIS 2016
12 - 17h15) Hannah Bull, Violeta Roizman, Emery Pierson Lancaster - Global Feature Tracking and Similarity Estimation in Time-Dependent Scalar Fields , Saikia et al., EuroVis 2017



Fall 2017 - List of selected papers

 · Edouard MEHLMAN - On Time-series Topological Data Analysis: New Data and Opportunities , Seversky et al., IEEE CVPR 2016.
 · Paul Vernhet - Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks , Rieck et al., IEEE VIS 2017
 · Joseph Budin - A Stable Multi-Scale Kernel for Topological Machine Learning , Reininghaus et al., IEEE CVPR 2015
 · Raphael Groscot - Stable Topological Signatures for Points on 3D Shapes , Carriere et al., SGP 2015.
 · Mathieu Barre - Persistence-based Pooling for Shape Pose Recognition , Bonis et al., CTIC 2016.
 · Thibault S'ejourn'e - Sliced Wasserstein Kernel for Persistence Diagrams , Carriere et al., ICML 2017.
 · Quentin Bertrand - Persistence Images: A stable vector representation of persistent homology , Adams et al., Journal of Machine Learning Research 2017
 · Paul Bertin - Persistence stability for geometric complexes , Chazal et al., GeomDedicata 2014.
 · Anna SONG - Local, smooth, and consistent Jacobi set simplification , Bhatia et al., Computational Geometry 2015
 · Quentin CHAN-WAI-NAM - Fast Combinatorial Vector Field Topology , Reininghaus et al., IEEE Transactions on Visualization and Computer Graphics 2015
 · James von Albade - Using Maximum Topology Matching to Explore Differences in Species Distribution Models , Poco et al., IEEE VIS 2015
 · Raphael Duroselle - Approximating Hierarchical MV-sets for Hierarchical Clustering , Glazer et al., NIPS 2014.
 · Pierre Bizeul - Convergence rates for persistence diagram estimation in topological data analysis , Chazal et al., Journal of Machine Learning Research, 2015.