Home About Research Publications Lectures Teaching Academic Collaborators Personalia Journal Conference Books Chapters Reports Patents Misc F. Monti, K. Otness, M. M. Bronstein, "MotifNet: a motif-based Graph Convolutional Network for directed graphs", arXiv:1802.01572, 4 February 2018. Y. Wang, Y. Sun, Z. Liu, S. E. Sarma, M. M. Bronstein, J. M. Solomon, "Dynamic Graph CNN for learning on point clouds", arXiv:1712.00268, 24 January 2018. O. Litany, A. M. Bronstein, M. M. Bronstein, A. Makadia, "Deformable shape completion with graph convolutional autoencoders", arXiv:1712.00268, 1 December 2017. A. Boyarski, A. M. Bronstein, M. M. Bronstein, "Subspace least squares multidimensional scaling", arXiv:1709.03484, 17 September 2017. Z. Lähner, M. Vestner, A. Boyarski, O. Litany, R. Slossberg, T. Remez, E. Rodolà, A. M. Bronstein, M. M. Bronstein, R. Kimmel, D. Cremers, "Efficient deformable shape correspondence via kernel matching", arXiv:1707.08991, 1 August 2017. S. Melzi, E. Rodolà, U. Castellani, M. M. Bronstein, "Localized manifold harmonics for spectral shape analysis", arXiv:1707.02596, 9 July 2017. R. Levie, F. Monti, X. Bresson, M. M. Bronstein, "CayleyNets: Graph convolutional neural networks with complex rational spectral filters", arXiv:1705.07664, 22 May 2017. J. Svoboda, F. Monti, M. M. Bronstein, "Generative convolutional networks for latent fingerprint reconstruction", arXiv:1705.01707, 4 May 2017. O. Litany, T. Remez, E. Rodolà, A. M. Bronstein, M. M. Bronstein, "Deep functional maps: Structured prediction for dense shape correspondence", arXiv:1704.08686, 27 April 2017. F. Monti, M. M. Bronstein, X. Bresson, "Geometric matrix completion with recurrent multi-graph neural networks", arXiv:1704.06803, 22 April 2017. F. Monti, D. Boscaini, J. Masci, E. Rodolà, J. Svoboda, M. M. Bronstein, "Geometric deep learning on graphs and manifolds using mixture model CNNs", arXiv:1611.08402, 25 November 2016. M. M. Bronstein, J. Bruna, Y. LeCun, A. Szlam, P. Vandergheynst, "Geometric deep learning: going beyond Euclidean data", arXiv:1611.08097, 25 November 2016. K. Glashoff, M. M. Bronstein, "Optimization on the biorthogonal manifold", arXiv:1609.04161, 14 September 2016. D. Boscaini, J. Masci, E. Rodolà, M. M. Bronstein, "Learning shape correspondence with anisotropic convolutional neural networks", arXiv:1605.06437, 20 May 2016. Z. Lähner, E. Rodolà, F. R. Schmidt, M. M. Bronstein, D. Cremers, "Efficient globally optimal 2D-to-3D deformable shape matching", arXiv:1601.06070, 22 January 2016. E. Rodolà, L. Cosmo, M. M. Bronstein, A. Torsello, D. Cremers, "Partial functional correspondence", arXiv:1506.05274, 17 June 2015. A. Kovnatsky, K. Glashoff, M. M. Bronstein, "MADMM: a generic algorithm for non-smooth optimization on manifolds", arXiv:1505.07676, May 2015. N. Shahid, V. Kalofolias, X. Bresson, M. M. Bronstein, P. Vandergheynst, "Robust principal component analysis on graphs", arXiv:1504.06151, 23 April 2015. J. Masci, D. Boscaini, M. M. Bronstein, P. Vandergheynst, "ShapeNet: Convolutional neural networks on non-Euclidean manifolds", arXiv:1501.06297, 26 January 2015. A. Kovnatsky, M. M. Bronstein, X. Bresson, P. Vandergheynst, "Functional correspondence by matrix completion", arXiv:1412.8070, 27 December 2014. V. Kalofolias, X. Bresson, M. M. Bronstein, P. Vandergheynst, "Matrix completion on graphs", arXiv:1408.1717, 7 August 2014. D. Boscaini, D. Eynard, M. M. Bronstein, "Shape-from-intrinsic operator", arXiv:1406.1925, 7 June 2014. J. Masci, A. M. Bronstein, M. M. Bronstein, P. Sprechmann, G. Sapiro, "Sparse similarity-preserving hashing", arXiv:1312.5479, 19 December 2013. M. M. Bronstein, K. Glashoff, "Heat kernel coupling for multiple graph analysis", arXiv:1312.3035, 11 December 2013. D. Eynard, A. Kovnatsky, M. M. Bronstein, "Structure-preserving color transformations using Laplacian commutativity", arXiv:1311.0119, 1 November 2013. M. M. Bronstein, K. Glashoff, T. A. Loring, "Making Laplacians commute", arXiv:1307.6549, 19 July 2013. K. Glashoff, M. M. Bronstein, "Asymptotic metrics on the space of matrices under the commutation relation", arXiv:1305.2384, 7 May 2013. K. Glashoff, M. M. Bronstein, "Almost-commuting matrices are almost jointly diagonalizable", arXiv:1305.2135, 7 May 2013. A. Kovnatsky, M. M. Bronstein, A. M. Bronstein, K. Glashoff, R. Kimmel, "Coupled quasi-harmonic bases", arXiv:1210.0026v1, 28 September 2012. J. Pokrass, A. M. Bronstein, M. M. Bronstein, P. Sprechmann, G. Sapiro, "Sparse modeling of intrinsic correspondences", arXiv:1209.6560v1, 28 September 2012. D. Eynard, K. Glashoff, M. M. Bronstein, A. M. Bronstein, "Multimodal diffusion geometry by joint diagonalization of Laplacians", arXiv:1209.2295v1, 11 September 2012. J. Masci, M. M. Bronstein, A. M. Bronstein, J. Schmidhuber, "Multimodal similarity-preserving hashing", arXiv:1207.1522v1, 6 July 2012. I. Kokkinos, M. M. Bronstein, A. Yuille, "Dense scale-invariant descriptors for images and surfaces", INRIA Research Report RR-7914, 2012. J. Masci, D. Migliore, M. M. Bronstein, J. Schmidhuber, "Descriptor learning for omnidirectional image matching", arXiv:1112.6291v1, 29 December 2011. M. M. Bronstein, "Multimodal diff-hash", arXiv:1111.1461v1, 7 November 2011. M. M. Bronstein, "Kernel diff-hash", arXiv:1111.0466v1, 2 November 2011. E. Boyer, A. M. Bronstein, M. M. Bronstein, B. Bustos, T. Darom, R. Horaud, I. Hotz, Y. Keller, J. Keustermans, A. Kovnatsky, R. Litman, J. Reininghaus, I. Sipiran, D. Smeets, P. Suetens, D. Vandermeulen, A. Zaharescu, V. Zobel, "SHREC 2011: robust feature detection and description benchmark", arXiv:1102.4258v1, 21 February 2011. J. Pokrass, A. M. Bronstein, M. M. Bronstein, "A correspondence-less approach to matching of deformable shapes", arXiv:1101.5687v1, 29 January 2011. A. Kovnatsky, M. M. Bronstein, A. M. Bronstein, R. Kimmel, "Diffusion framework for geometric and photometric data fusion in non-rigid shape analysis", arXiv:1101.4301v1, 22 January 2011. D. Raviv, A. M. Bronstein, M. M. Bronstein, R. Kimmel, N. Sochen, "Affine-invariant geodesic geometry of deformable 3D shapes", arXiv:1012.5936v1, 29 December 2010. D. Raviv, A. M. Bronstein, M. M. Bronstein, R. Kimmel, N. Sochen, "Affine-invariant diffusion geometry for the analysis of deformable 3D shapes", arXiv:1012.5933v1, 29 December 2010. R. Litman, A. M. Bronstein, M. M. Bronstein, "Diffusion-geometric maximally stable component detection in deformable shapes", arXiv:1012.3951v1, 17 December 2010. C. Strecha, A. M. Bronstein, M. M. Bronstein, P. Fua, "LDAHash: improved matching with smaller descriptors", Techn. Report, Dept. of Computer Science, EPFL, Switzerland, August 2010. C. Wang, M. M. Bronstein, N. Paragios, "Discrete minimum distortion correspondence problems for non-rigid shape matching" ("Problèmes discret de correspondance de distorsion minimale pour le recalage de formes déformables"), INRIA Research Report 7333, Mathématiques Appliquées aux Systèmes, École Centrale Paris, July 2010. A. M. Bronstein, M. M. Bronstein, M. Ovsjanikov, L. J. Guibas, "WaldHash: sequential similarity-preserving hashing", Techn. Report CIS-2010-03, Dept. of Computer Science, Technion, Israel, May 2010. A. M. Bronstein, M. M. Bronstein, R. Kimmel, "The Video Genome", arXiv:1003.5320v1, 27 March 2010. N. J. Mitra, A. M. Bronstein, M. M. Bronstein, "Intrinsic regularity detection in 3D geometry", Geometry preprint 207, Vienna University of Technology, March 2010. M. M. Bronstein, I. Kokkinos, "Scale-invariance in local heat kernel descriptors without scale selection and normalization" ("Invariance d’échelle dans les descripteur locaux du noyau de la chaleur sans sélection et normalisation d’échelle"), INRIA Research Report 7161, Mathématiques Appliquées aux Systèmes, École Centrale Paris, December 2009. D. Raviv, M. M. Bronstein, A. M. Bronstein, R. Kimmel, G. Sapiro, "Topology robust intrinsic symmetries of non-rigid shapes based on diffusion distances", Techn. Report CIS-2009-20, Dept. of Computer Science, Technion, Israel, December 2009. M. M. Bronstein, A. M. Bronstein, "On a relation between shape recognition algorithms based on distributions of distances", Techn. Report CIS-2009-14, Dept. of Computer Science, Technion, Israel, September 2009. M. M. Bronstein, "SIMD implementation of the bilateral filter", Techn. Report CIS-2009-13, Dept. of Computer Science, Technion, Israel, September 2009. M. M. Bronstein, "Scalable resource allocation for H.264 video encoder: Frame-level controller", Techn. Report CIS-2009-12, Dept. of Computer Science, Technion, Israel, September 2009. A. M. Bronstein, M. M. Bronstein, "Affine-invariant spatial vocabularies", Techn. Report CIS-2009-10, Dept. of Computer Science, Technion, Israel, August 2009. R. Kimmel, C. Zhang, A. M. Bronstein, M. M. Bronstein, , "Feature-based image alignment via coupled Hough transforms", Techn. Report CIS-2009-09, Dept. of Computer Science, Technion, Israel, August 2009. R. Kimmel, C. Zhang, A. M. Bronstein, M. M. Bronstein, , "Affine invariant interesting descriptors", Techn. Report CIS-2009-08, Dept. of Computer Science, Technion, Israel, August 2009. G. Rosman, A. M. Bronstein, M. M. Bronstein, R. Kimmel, "Nonlinear dimensionality reduction by topologically-constrained isometric embedding", Techn. Report CIS-2009-05, Dept. of Computer Science, Technion, Israel, March 2009. Y. S. Devir, G. Rosman, A. M. Bronstein, M. M. Bronstein, R. Kimmel, "Shape reconstruction with intrinsic priors", Techn. Report CIS-2009-03, Dept. of Computer Science, Technion, Israel, February 2009. A. M. Bronstein, M. M. Bronstein, R. Kimmel, M. Mahmoudi, G. Sapiro, "A Gromov-Hausdorff framework with diffusion geometry for topologically-robust non-rigid shape matching", Institute for Mathematics and its Applications (IMA) Preprint Series No. 2240, University of Minnesota, February 2009. A. M. Bronstein, M. M. Bronstein, "Partial matching of rigid shapes", Techn. Report CIS-2008-02, Dept. of Computer Science, Technion, Israel, February 2008. G. Rosman, A. M. Bronstein, M. M. Bronstein, A. Sidi, R. Kimmel, "Fast multidimensional scaling using vector extrapolation", Techn. Report CIS-2008-01, Dept. of Computer Science, Technion, Israel, January 2008. A. M. Bronstein, M. M. Bronstein, Y. S. Dvir, R. Kimmel, O. Weber, "Parallel algorithms for approximation of distance maps on parametric surfaces", Techn. Report CIS-2007-03, Dept. of Computer Science, Technion, Israel, March 2007. A. M. Bronstein, M. M. Bronstein, R. Kimmel, "Joint intrinsic and extrinsic similarity for recognition of non-rigid shapes", Techn. Report CIS-2007-01, Dept. of Computer Science, Technion, Israel, March 2007. M. M. Bronstein, A. M. Bronstein, R. Kimmel, "Efficient computation of isometry-invariant distances between surfaces", Techn. Report CIS-2006-02, Dept. of Computer Science, Technion, Israel, January 2006. M. M. Bronstein, A. M. Bronstein, R. Kimmel, "Expression-invariant representations for human faces", Techn. Report CIS-2005-01, Dept. of Computer Science, Technion, Israel, June 2005. M. M. Bronstein, A. M. Bronstein, R. Kimmel, "Three-dimensional face recognition", Techn. Report CIS-2004-04, Dept. of Computer Science, Technion, Israel, June 2004. A. M. Bronstein, M. M. Bronstein, M. Zibulevsky, Y. Y. Zeevi, "Asymptotic performance analysis of QML multichannel blind deconvolution", CCIT Report No. 476 (EE No. 1422), Dept. of Electrical Engineering, Technion, Israel, December 2003. A. M. Bronstein, M. M. Bronstein, M. Zibulevsky Y. Y. Zeevi, "Quasi maximum likelihood blind deconvolution of images using optimal sparse representations", CCIT Report No. 455 (EE No. 1399), Dept. of Electrical Engineering, Technion, Israel, December 2003. A. M. Bronstein, M. M. Bronstein, M. Zibulevsky, "Blind source separation using block-coordinate relative Newton method", CCIT Report No. 445 (EE No. 1386), Dept. of Electrical Engineering, Technion, Israel, October 2003. A. M. Bronstein, M. M. Bronstein, M. Zibulevsky, "Blind deconvolution with relative Newton method", CCIT Report No. 444 (EE No. 1385), Dept. of Electrical Engineering, Technion, Israel, October 2003. A. M. Bronstein, M. M. Bronstein, E. Gordon, R. Kimmel, "High-resolution structured light range scanner with automatic calibration", Techn. Report CIS-2003-06, Dept. of Computer Science, Technion, Israel, August 2003. A. M. Bronstein, M. M. Bronstein, R. Kimmel, A. Spira, "3D face recognition without facial surface reconstruction", Techn. Report CIS-2003-05, Dept. of Computer Science, Technion, Israel, July 2003.