Anastasia Dubrovina

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Ron KimmelMontreal Chair Professor of Computer Science (& ECE), Technion, IsraelVerified email at cs.technion.ac.il
Leonidas GuibasProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Yonathan AflaloSenior Applied Scientist @ AmazonVerified email at amazon.com
Guy RosmanMITVerified email at csail.mit.edu
Minhyuk SungKAISTVerified email at kaist.ac.kr
Pavel Kisilev, PhDCTO AI, Huawei Tel Aviv Research CenterVerified email at huawei.com
Radu Patrice HoraudSenior research scientist at Inria GrenobleVerified email at inria.fr
Alex BronsteinTechnion, Department of Computer ScienceVerified email at technion.ac.il
Umberto CastellaniDipartimento di Informatica, University of VeronaVerified email at univr.it
Michael BronsteinDeepMind Professor of AI, University of Oxford / Head Graph ML Research, TwitterVerified email at cs.ox.ac.uk
Maks OvsjanikovProfessor, Ecole PolytechniqueVerified email at lix.polytechnique.fr
Avinash SharmaIIIT HyderabadVerified email at iiit.ac.in
Diana MateusEcole Centrale NantesVerified email at ec-nantes.fr
Dan RavivFaculty, School of Electrical Engineering, Faculty of Engineering, Tel Aviv UniversityVerified email at tauex.tau.ac.il
Boris GinsburgNVIDIAVerified email at nvidia.com
Daniel FreedmanResearch Scientist, Google ResearchVerified email at google.com
Aaron WetzlerPhD, Technion Israeli Institute of TechnologyVerified email at cs.technion.ac.il
Vladimir G. KimResearch Scientist, AdobeVerified email at adobe.com

Anastasia Dubrovina

Software Engineer, Perception @ Level 5 at Lyft

Verified email at lyft.com - Homepage

Deformable shape matching machine learning for 3D shape analysis and synthesis


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Matching shapes by eigendecomposition of the Laplace-Beltrami operator A Dubrovina, R Kimmel Proc. 3DPVT 2 (3), 2, 2010	111*	2010
Computational mammography using deep neural networks A Dubrovina, P Kisilev, B Ginsburg, S Hashoul, R Kimmel Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018	81	2018
Supervised fitting of geometric primitives to 3d point clouds L Li, M Sung, A Dubrovina, L Yi, LJ Guibas Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	77	2019
SHREC 2010: robust correspondence benchmark A Bronstein, MM Bronstein, U Castellani, A Dubrovina, LJ Guibas, ... Eurographics Workshop on 3D Object Retrieval, 2010	73	2010
Patch‐Collaborative Spectral Point‐Cloud Denoising G Rosman, A Dubrovina, R Kimmel Computer Graphics Forum 32 (8), 1-12, 2013	72	2013
Spectral generalized multi-dimensional scaling Y Aflalo, A Dubrovina, R Kimmel International Journal of Computer Vision 118 (3), 380-392, 2016	67	2016
Multi-region active contours with a single level set function A Dubrovina, G Rosman, R Kimmel Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2015	45*	2015
Composite shape modeling via latent space factorization A Dubrovina, F Xia, P Achlioptas, M Shalah, R Groscot, LJ Guibas Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	40	2019
Hierarchical matching of non-rigid shapes D Raviv, A Dubrovina, R Kimmel Scale Space and Variational Methods in Computer Vision, 604-615, 2012	23	2012
The Laplace-Beltrami operator: a ubiquitous tool for image and shape processing A Wetzler, Y Aflalo, A Dubrovina, R Kimmel International Symposium on Mathematical Morphology and Its Applications to …, 2013	19	2013
Efficient and robust image descriptor for GUI object classification A Dubrovina, P Kisilev, D Freedman, S Schein, R Bergman Proceedings of the 21st International Conference on Pattern Recognition …, 2012	18*	2012
Image editing using level set trees A Dubrovina, R Hershkovitz, R Kimmel 2014 IEEE International Conference on Image Processing (ICIP), 4442-4446, 2014	14	2014
Hierarchical framework for shape correspondence D Raviv, A Dubrovina, R Kimmel Numerical Mathematics: Theory, Methods and Applications 6 (1), 245-261, 2013	13	2013
Sparse modeling of shape from structured light G Rosman, A Dubrovina, R Kimmel 2012 Second International Conference on 3D Imaging, Modeling, Processing …, 2012	7	2012
SHREC'10 track: correspondence finding A Bronstein, M Bronstein, U Castellani, A Dubrovina, L Guibas, R Horaud, ... 3DOR2010-Eurographics Workshop on 3D Object Retrieval, 87-91, 2010	7	2010
Learning fuzzy set representations of partial shapes on dual embedding spaces M Sung, A Dubrovina, VG Kim, L Guibas Computer Graphics Forum 37 (5), 71-81, 2018	5	2018
Consistent shape matching via coupled optimization O Azencot, A Dubrovina, L Guibas Computer Graphics Forum 38 (5), 13-25, 2019	4	2019
Curvature in image and shape processing Y Aflalo, A Dubrovina, R Kimmel, A Wetzler Actes des rencontres du CIRM 3 (1), 131-139, 2013	2	2013
Method and system for shapewise comparison R Kimmel, Y Aflalo, A Dubrovina US Patent App. 14/508,051, 2015	1	2015
Image editing using level set trees A Dubrovina, R Hershkovitz, R Kimmel US Patent 9,471,991, 2016		2016

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