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Simone Melzi
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2020 – today
- 2023
- [j24]Michele Colombo, Giacomo Boracchi, Simone Melzi:
Extracting a functional representation from a dictionary for non-rigid shape matching. Comput. Graph. 113: 43-56 (2023) - [j23]Alessandro Raganato, Gabriella Pasi, Simone Melzi:
Attention And Positional Encoding Are (Almost) All You Need For Shape Matching. Comput. Graph. Forum 42(5): i-viii (2023) - [j22]Pietro Musoni, Simone Melzi, Umberto Castellani:
GIM3D plus: A labeled 3D dataset to design data-driven solutions for dressed humans. Graph. Model. 129: 101187 (2023) - [c28]Simone Melzi, Rafael Peñaloza, Alessandro Raganato:
Does Stable Diffusion Dream of Electric Sheep. ISD 2023 - [i24]Michele Colombo, Giacomo Boracchi, Simone Melzi:
Extracting a functional representation from a dictionary for non-rigid shape matching. CoRR abs/2305.10332 (2023) - [i23]Geri Skenderi, Luigi Capogrosso, Andrea Toaiari, Matteo Denitto, Franco Fummi, Simone Melzi, Marco Cristani:
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning. CoRR abs/2310.09278 (2023) - 2022
- [j21]Patrizio Frosini, Daniela Giorgi, Simone Melzi, Emanuele Rodolà:
Foreword to the Special Section on Smart Tools and Applications in Graphics (STAG 2021). Comput. Graph. 105: 12- (2022) - [j20]Nicolas Donati, Etienne Corman, Simone Melzi, Maks Ovsjanikov:
Complex Functional Maps: A Conformal Link Between Tangent Bundles. Comput. Graph. Forum 41(1): 317-334 (2022) - [j19]Luca Moschella, Simone Melzi, Luca Cosmo, Filippo Maggioli, Or Litany, Maks Ovsjanikov, Leonidas J. Guibas, Emanuele Rodolà:
Learning Spectral Unions of Partial Deformable 3D Shapes. Comput. Graph. Forum 41(2): 407-417 (2022) - [j18]Marco Pegoraro, Simone Melzi, Umberto Castellani, Riccardo Marin, Emanuele Rodolà:
Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach. Comput. Graph. Forum 41(5): 13-24 (2022) - [j17]Filippo Maggioli, Riccardo Marin, Simone Melzi, Emanuele Rodolà:
MoMaS: Mold Manifold Simulation for real-time procedural texturing. Comput. Graph. Forum 41(7): 519-527 (2022) - [c27]Pietro Musoni, Simone Melzi, Umberto Castellani:
GIM3D: A 3D Dataset for Garment Segmentation. STAG 2022: 21-28 - [c26]Michele Colombo, Giacomo Boracchi, Simone Melzi:
PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps. STAG 2022: 29-39 - [c25]Emanuele Rodolà, Luca Cosmo, Maks Ovsjanikov, Arianna Rampini, Simone Melzi, Michael M. Bronstein, Riccardo Marin:
Inverse Computational Spectral Geometry. Eurographics (Tutorials) 2022 - [c24]Filippo Maggioli, Daniele Baieri, Simone Melzi, Emanuele Rodolà:
Newton's Fractals on Surfaces via Bicomplex Algebra. SIGGRAPH Posters 2022: 65:1-65:2 - [i22]Antonio Norelli, Giorgio Mariani, Luca Moschella, Andrea Santilli, Giambattista Parascandolo, Simone Melzi, Emanuele Rodolà:
Explanatory Learning: Beyond Empiricism in Neural Networks. CoRR abs/2201.10222 (2022) - [i21]Marco Pegoraro, Riccardo Marin, Arianna Rampini, Simone Melzi, Luca Cosmo, Emanuele Rodolà:
Harnessing spectral representations for subgraph alignment. CoRR abs/2205.14938 (2022) - 2021
- [j16]Maxime Kirgo, Simone Melzi, Giuseppe Patanè, Emanuele Rodolà, Maks Ovsjanikov:
Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis. Comput. Graph. Forum 40(1): 165-179 (2021) - [j15]Filippo Maggioli, Simone Melzi, Maksim Ovsjanikov, Michael M. Bronstein, Emanuele Rodolà:
Orthogonalized Fourier Polynomials for Signal Approximation and Transfer. Comput. Graph. Forum 40(2): 435-447 (2021) - [j14]Jing Ren, Simone Melzi, Peter Wonka, Maks Ovsjanikov:
Discrete Optimization for Shape Matching. Comput. Graph. Forum 40(5): 81-96 (2021) - [j13]Riccardo Marin, Arianna Rampini, Umberto Castellani, Emanuele Rodolà, Maks Ovsjanikov, Simone Melzi:
Spectral Shape Recovery and Analysis Via Data-driven Connections. Int. J. Comput. Vis. 129(10): 2745-2760 (2021) - [j12]Pietro Musoni, Riccardo Marin, Simone Melzi, Umberto Castellani:
A functional skeleton transfer. Proc. ACM Comput. Graph. Interact. Tech. 4(3): 34:1-34:15 (2021) - [j11]Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli, Marco Cristani:
Infinite Feature Selection: A Graph-based Feature Filtering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4396-4410 (2021) - [c23]Gautam Pai, Jing Ren, Simone Melzi, Peter Wonka, Maks Ovsjanikov:
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps. CVPR 2021: 384-393 - [c22]Arianna Rampini, Franco Pestarini, Luca Cosmo, Simone Melzi, Emanuele Rodolà:
Universal Spectral Adversarial Attacks for Deformable Shapes. CVPR 2021: 3216-3226 - [c21]Pietro Musoni, Riccardo Marin, Simone Melzi, Umberto Castellani:
Reposing and Retargeting Unrigged Characters with Intrinsic-extrinsic Transfer. STAG 2021: 21-30 - [c20]Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodolà:
Learning disentangled representations via product manifold projection. ICML 2021: 3530-3540 - [c19]Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà:
Shape Registration in the Time of Transformers. NeurIPS 2021: 5731-5744 - [e1]Patrizio Frosini, Daniela Giorgi, Simone Melzi, Emanuele Rodolà:
Italian Chapter Conference 2021 - Smart Tools and Apps in Graphics, Virtual Event, Italy, October 28-29, 2021. Eurographics Association 2021 [contents] - [i20]Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodolà:
Learning disentangled representations via product manifold projection. CoRR abs/2103.01638 (2021) - [i19]Luca Moschella, Simone Melzi, Luca Cosmo, Filippo Maggioli, Or Litany, Maks Ovsjanikov, Leonidas J. Guibas, Emanuele Rodolà:
Spectral Unions of Partial Deformable 3D Shapes. CoRR abs/2104.00514 (2021) - [i18]Arianna Rampini, Franco Pestarini, Luca Cosmo, Simone Melzi, Emanuele Rodolà:
Universal Spectral Adversarial Attacks for Deformable Shapes. CoRR abs/2104.03356 (2021) - [i17]Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà:
Shape registration in the time of transformers. CoRR abs/2106.13679 (2021) - [i16]Marco Pegoraro, Riccardo Marin, Simone Melzi, Emanuele Rodolà, Umberto Castellani:
Learning to generate shape from global-local spectra. CoRR abs/2108.02161 (2021) - [i15]Pietro Musoni, Riccardo Marin, Simone Melzi, Umberto Castellani:
A functional skeleton transfer. CoRR abs/2108.12041 (2021) - [i14]Riccardo Marin, Souhaib Attaiki, Simone Melzi, Emanuele Rodolà, Maks Ovsjanikov:
Why you should learn functional basis. CoRR abs/2112.07289 (2021) - [i13]Nicolas Donati, Etienne Corman, Simone Melzi, Maks Ovsjanikov:
Complex Functional Maps : a Conformal Link Between Tangent Bundles. CoRR abs/2112.09546 (2021) - 2020
- [j10]Simone Melzi, Riccardo Marin, Pietro Musoni, Filippo Bardon, Marco Tarini, Umberto Castellani:
Intrinsic/extrinsic embedding for functional remeshing of 3D shapes. Comput. Graph. 88: 1-12 (2020) - [j9]Roberto M. Dyke, Yu-Kun Lai, Paul L. Rosin, Stefano Zappalà, Seana Dykes, Daoliang Guo, Kun Li, Riccardo Marin, Simone Melzi, Jingyu Yang:
SHREC'20: Shape correspondence with non-isometric deformations . Comput. Graph. 92: 28-43 (2020) - [j8]Riccardo Marin, Simone Melzi, Emanuele Rodolà, Umberto Castellani:
FARM: Functional Automatic Registration Method for 3D Human Bodies. Comput. Graph. Forum 39(1): 160-173 (2020) - [j7]Jing Ren, Simone Melzi, Maks Ovsjanikov, Peter Wonka:
MapTree: recovering multiple solutions in the space of maps. ACM Trans. Graph. 39(6): 264:1-264:17 (2020) - [c18]Riccardo Marin, Arianna Rampini, Umberto Castellani, Emanuele Rodolà, Maks Ovsjanikov, Simone Melzi:
Instant recovery of shape from spectrum via latent space connections. 3DV 2020: 120-129 - [c17]Riccardo Marin, Marie-Julie Rakotosaona, Simone Melzi, Maks Ovsjanikov:
Correspondence learning via linearly-invariant embedding. NeurIPS 2020 - [i12]Riccardo Marin, Arianna Rampini, Umberto Castellani, Emanuele Rodolà, Maks Ovsjanikov, Simone Melzi:
Instant recovery of shape from spectrum via latent space connections. CoRR abs/2003.06523 (2020) - [i11]Jing Ren, Simone Melzi, Maks Ovsjanikov, Peter Wonka:
MapTree: Recovering Multiple Solutions in the Space of Maps. CoRR abs/2006.02532 (2020) - [i10]Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli, Marco Cristani:
Infinite Feature Selection: A Graph-based Feature Filtering Approach. CoRR abs/2006.08184 (2020) - [i9]Maxime Kirgo, Simone Melzi, Giuseppe Patanè, Emanuele Rodolà, Maks Ovsjanikov:
Wavelet-based Heat Kernel Derivatives: Towards Informative Localized Shape Analysis. CoRR abs/2007.11632 (2020) - [i8]Riccardo Marin, Simone Melzi, Emanuele Rodolà, Umberto Castellani:
High-Resolution Augmentation for Automatic Template-Based Matching of Human Models. CoRR abs/2009.09312 (2020) - [i7]Riccardo Marin, Marie-Julie Rakotosaona, Simone Melzi, Maks Ovsjanikov:
Correspondence Learning via Linearly-invariant Embedding. CoRR abs/2010.13136 (2020)
2010 – 2019
- 2019
- [j6]Simone Melzi:
Sparse representation of step functions on manifolds. Comput. Graph. 82: 117-128 (2019) - [j5]Simone Melzi, Jing Ren, Emanuele Rodolà, Abhishek Sharma, Peter Wonka, Maks Ovsjanikov:
ZoomOut: spectral upsampling for efficient shape correspondence. ACM Trans. Graph. 38(6): 155:1-155:14 (2019) - [c16]Riccardo Marin, Simone Melzi, Emanuele Rodolà, Umberto Castellani:
High-Resolution Augmentation for Automatic Template-Based Matching of Human Models. 3DV 2019: 230-239 - [c15]Riccardo Marin, Simone Melzi, Niloy J. Mitra, Umberto Castellani:
POP: Full Parametric model Estimation for Occluded People. 3DOR@Eurographics 2019: 1-8 - [c14]Riccardo Marin, Simone Melzi, Pietro Musoni, Filippo Bardon, Marco Tarini, Umberto Castellani:
CMH: Coordinates Manifold Harmonics for Functional Remeshing. 3DOR@Eurographics 2019: 63-70 - [c13]Simone Melzi, Riccardo Marin, Emanuele Rodolà, Umberto Castellani, Jing Ren, Adrien Poulenard, Peter Wonka, Maks Ovsjanikov:
Matching Humans with Different Connectivity. 3DOR@Eurographics 2019: 121-128 - [c12]Simone Melzi, Riccardo Spezialetti, Federico Tombari, Michael M. Bronstein, Luigi Di Stefano, Emanuele Rodolà:
GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching. CVPR 2019: 4629-4638 - [i6]Simone Melzi, Jing Ren, Emanuele Rodolà, Peter Wonka, Maks Ovsjanikov:
ZoomOut: Spectral Upsampling for Efficient Shape Correspondence. CoRR abs/1904.07865 (2019) - 2018
- [j4]Dorian Nogneng, Simone Melzi, Emanuele Rodolà, Umberto Castellani, Michael M. Bronstein, Maks Ovsjanikov:
Improved Functional Mappings via Product Preservation. Comput. Graph. Forum 37(2): 179-190 (2018) - [j3]Simone Melzi, Emanuele Rodolà, Umberto Castellani, Michael M. Bronstein:
Localized Manifold Harmonics for Spectral Shape Analysis. Comput. Graph. Forum 37(6): 20-34 (2018) - [j2]Simone Melzi, Maks Ovsjanikov, Giorgio Roffo, Marco Cristani, Umberto Castellani:
Discrete Time Evolution Process Descriptor for Shape Analysis and Matching. ACM Trans. Graph. 37(1): 4 (2018) - [c11]Simone Melzi:
Indicators Basis for Functional Shape Analysis. STAG 2018: 75-85 - [i5]Riccardo Marin, Simone Melzi, Emanuele Rodolà, Umberto Castellani:
FARM: Functional Automatic Registration Method for 3D Human Bodies. CoRR abs/1807.10517 (2018) - 2017
- [c10]Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli:
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach. ICCV 2017: 1407-1415 - [c9]Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mário A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov:
Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering. ICCV 2017: 4270-4279 - [c8]Simone Melzi, Emanuele Rodolà, Umberto Castellani, Michael M. Bronstein:
Localized Manifold Harmonics for Spectral Shape Analysis. SGP (Posters) 2017: 5-6 - [i4]Giorgio Roffo, Simone Melzi:
Ranking to Learn: Feature Ranking and Selection via Eigenvector Centrality. CoRR abs/1704.05409 (2017) - [i3]Simone Melzi, Emanuele Rodolà, Umberto Castellani, Michael M. Bronstein:
Localized Manifold Harmonics for Spectral Shape Analysis. CoRR abs/1707.02596 (2017) - [i2]Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli:
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach. CoRR abs/1707.07538 (2017) - 2016
- [c7]Simone Melzi, Emanuele Rodolà, Umberto Castellani, Michael M. Bronstein:
Shape Analysis with Anisotropic Windowed Fourier Transform. 3DV 2016: 470-478 - [c6]Giorgio Roffo, Simone Melzi:
Online Feature Selection for Visual Tracking. BMVC 2016 - [c5]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823 - [c4]Simone Melzi, Alessandro Mella, Letizia Squarcina, Marcella Bellani, Cinzia Perlini, Mirella Ruggeri, Carlo Alfredo Altamura, Paolo Brambilla, Umberto Castellani:
Functional Maps for Brain Classification on Spectral Domain. SeSAMI@MICCAI 2016: 25-36 - [c3]Giorgio Roffo, Simone Melzi:
Ranking to Learn: - Feature Ranking and Selection via Eigenvector Centrality. NFMCP@PKDD/ECML 2016: 19-35 - [i1]Giorgio Roffo, Simone Melzi:
Object Tracking via Dynamic Feature Selection Processes. CoRR abs/1609.01958 (2016) - 2015
- [j1]Davide Boscaini, Jonathan Masci, Simone Melzi, Michael M. Bronstein, Umberto Castellani, Pierre Vandergheynst:
Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks. Comput. Graph. Forum 34(5): 13-23 (2015) - [c2]Giorgio Roffo, Simone Melzi, Marco Cristani:
Infinite Feature Selection. ICCV 2015: 4202-4210 - 2014
- [c1]Manuele Bicego, Stefano Danese, Simone Melzi, Umberto Castellani:
A Bioinformatics Approach to 3D Shape Matching. ECCV Workshops (4) 2014: 313-325
Coauthor Index
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