Simone Melzi

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Umberto CastellaniDipartimento di Informatica, University of VeronaVerified email at univr.it
Emanuele RodolàProfessor of Computer Science, Sapienza University of RomeVerified email at di.uniroma1.it
Maks OvsjanikovProfessor, Ecole PolytechniqueVerified email at lix.polytechnique.fr
Riccardo MarinUniversity of TübingenVerified email at mnf.uni-tuebingen.de
Michael BronsteinDeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRAVerified email at cs.ox.ac.uk
Jing RenPostdoctoral Researcher, ETH ZurichVerified email at inf.ethz.ch
Peter WonkaKing Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Marco CristaniUniversità degli Studi di Verona & Istituto Italiano di Tecnologia & CNR TrentoVerified email at univr.it
Alessandro VinciarelliFull Professor at University of Glasgow - School of Computing ScienceVerified email at dcs.gla.ac.uk
Jonathan MasciNNAISENSE SAVerified email at nnaisense.com
Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Manuele BicegoUniversità di Verona (Italy)Verified email at univr.it
Matteo DenittoPh.D. in Computer ScienceVerified email at univr.it
Or LitanyTechnion, NVIDIAVerified email at nvidia.com
Leonidas GuibasProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Alessandro FarinelliFull professor of Computer Science, University of VeronaVerified email at univr.it
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Giorgio RoffoSr Research Scientist

Simone Melzi

Assistant Professor, Computer Science, University of Milano-Bicocca

Verified email at unimib.it - Homepage

geometry processing shape analysis shape matching


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The Visual Object Tracking VOT2016 Challenge Results M Kristan, A Leonardis, J Matas, M Felsberg, R Pflugfelder, G Roffo, ... Computer Vision – ECCV 2016 Workshops 9914, 777-823, 2016	2786*	2016
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022	999	2022
Infinite Feature Selection G Roffo, S Melzi, M Cristani Proceedings of the IEEE International Conference on Computer Vision, 4202-4210, 2015	388	2015
Infinite latent feature selection: A probabilistic latent graph-based ranking approach G Roffo, S Melzi, U Castellani, A Vinciarelli Proceedings of the IEEE International Conference on Computer Vision, 1398-1406, 2017	300	2017
Learning class‐specific descriptors for deformable shapes using localized spectral convolutional networks D Boscaini, J Masci, S Melzi, MM Bronstein, U Castellani, ... Computer Graphics Forum 34 (5), 13-23, 2015	253	2015
Zoomout: Spectral upsampling for efficient shape correspondence S Melzi, J Ren, E Rodolà, A Sharma, P Wonka, M Ovsjanikov ACM Transactions on Graphics (TOG) 38 (6), 155, 2019	190	2019
Infinite Feature Selection: A Graph-based Feature Filtering Approach G Roffo, S Melzi, U Castellani, A Vinciarelli, M Cristani IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020	148	2020
The visual object tracking vot2016 challenge results G Roffo, S Melzi LECTURE NOTES IN COMPUTER SCIENCE 9914, 777-823, 2016	143	2016
Shrec 2019: Matching humans with different connectivity S Melzi, R Marin, E Rodolà, U Castellani, J Ren, A Poulenard, P Wonka, ... Eurographics Workshop on 3D Object Retrieval 7, 3, 2019	90	2019
Ranking to learn: Feature ranking and selection via eigenvector centrality G Roffo, S Melzi New Frontiers in Mining Complex Patterns: 5th International Workshop, NFMCP …, 2017	84	2017
Feature selection via eigenvector centrality G Roffo, S Melzi The European Conference on Machine Learning and Principles and Practice of …, 2016	83	2016
Farm: Functional automatic registration method for 3d human bodies R Marin, S Melzi, E Rodolà, U Castellani Computer Graphics Forum 39 (1), 160-173, 2020	75	2020
Localized manifold harmonics for spectral shape analysis S Melzi, E Rodolà, U Castellani, MM Bronstein Computer Graphics Forum 37 (6), 20-34, 2018	75	2018
Correspondence learning via linearly-invariant embedding R Marin, MJ Rakotosaona, S Melzi, M Ovsjanikov Advances in Neural Information Processing Systems 33, 2020	69	2020
Shape registration in the time of transformers G Trappolini, L Cosmo, L Moschella, R Marin, S Melzi, E Rodolà Advances in Neural Information Processing Systems 34, 5731-5744, 2021	62	2021
Improved functional mappings via product preservation D Nogneng, S Melzi, E Rodola, U Castellani, M Bronstein, M Ovsjanikov Computer Graphics Forum 37 (2), 179-190, 2018	57	2018
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence with Functional Maps G Pai, J Ren, S Melzi, P Wonka, M Ovsjanikov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	56	2021
Discrete Optimization for Shape Matching J Ren, S Melzi, P Wonka, M Ovsjanikov Computer Graphics Forum 40 (5), 81-96, 2021	45	2021
SHREC’20: Shape correspondence with non-isometric deformations RM Dyke, YK Lai, PL Rosin, S Zappalà, S Dykes, D Guo, K Li, R Marin, ... Computers & Graphics 92, 28-43, 2020	37	2020
Maptree: Recovering multiple solutions in the space of maps J Ren, S Melzi, M Ovsjanikov, P Wonka ACM Transactions on Graphics 39 (6), 1-17, 2020	33	2020

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