Yonathan Aflalo
Yonathan Aflalo
Senior Applied Scientist @ Amazon
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On convex relaxation of graph isomorphism
Y Aflalo, A Bronstein, R Kimmel
Proceedings of the National Academy of Sciences 112 (10), 2942-2947, 2015
Spectral multidimensional scaling
Y Aflalo, R Kimmel
Proceedings of the National Academy of Sciences 110 (45), 18052-18057, 2013
Spectral generalized multi-dimensional scaling
Y Aflalo, A Dubrovina, R Kimmel
International Journal of Computer Vision 118, 380-392, 2016
On the optimality of shape and data representation in the spectral domain
Y Aflalo, H Brezis, R Kimmel
SIAM Journal on Imaging Sciences 8 (2), 1141-1160, 2015
Variable sparsity kernel learning
J Aflalo, A Ben-Tal, C Bhattacharyya, JS Nath, S Raman
Journal of Machine Learning Research 12 (2), 565-592, 2011
Scale invariant geometry for nonrigid shapes
Y Aflalo, R Kimmel, D Raviv
SIAM Journal on Imaging Sciences 6 (3), 1579-1597, 2013
Knapsack pruning with inner distillation
Y Aflalo, A Noy, M Lin, I Friedman, L Zelnik
arXiv preprint arXiv:2002.08258, 2020
Computational caricaturization of surfaces
M Sela, Y Aflalo, R Kimmel
Computer Vision and Image Understanding 141, 1-17, 2015
Hardcore-nas: Hard constrained differentiable neural architecture search
N Nayman, Y Aflalo, A Noy, L Zelnik
International Conference on Machine Learning, 7979-7990, 2021
Deformable shape retrieval by learning diffusion kernels
Y Aflalo, AM Bronstein, MM Bronstein, R Kimmel
Scale Space and Variational Methods in Computer Vision: Third International …, 2012
Graph matching: relax or not?
Y Aflalo, A Bronstein, R Kimmel
arXiv preprint arXiv:1401.7623, 2014
The Laplace-Beltrami operator: a ubiquitous tool for image and shape processing
A Wetzler, Y Aflalo, A Dubrovina, R Kimmel
Mathematical Morphology and Its Applications to Signal and Image Processing …, 2013
Conformal mapping with as uniform as possible conformal factor
Y Aflalo, R Kimmel, M Zibulevsky
SIAM Journal on Imaging Sciences 6 (1), 78-101, 2013
Regularized principal component analysis
Y Aflalo, R Kimmel
Chinese Annals of Mathematics, Series B 38 (1), 1-12, 2017
Classical scaling revisited
G Shamai, Y Aflalo, M Zibulevsky, R Kimmel
Proceedings of the IEEE International Conference on Computer Vision, 2255-2263, 2015
Best bases for signal spaces
Y Aflalo, H Brezis, A Bruckstein, R Kimmel, N Sochen
Comptes Rendus Mathematique 354 (12), 1155-1167, 2016
Computable invariants for curves and surfaces
O Halimi, D Raviv, Y Aflalo, R Kimmel
Handbook of Numerical Analysis 20, 273-314, 2019
Audio-based caricature exaggeration
M Sela, Y Aflalo, R Kimmel
US Patent 9,818,216, 2017
Method and system for reducing data dimensionality
R Kimmel, Y Aflalo
US Patent App. 14/480,720, 2015
Curvature in image and shape processing
Y Aflalo, A Dubrovina, R Kimmel, A Wetzler
Actes des rencontres du CIRM 3 (1), 131-139, 2013
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