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Marco Fumero
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Clip-forge: Towards zero-shot text-to-shape generation
A Sanghi, H Chu, JG Lambourne, Y Wang, CY Cheng, M Fumero, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1992022
Relative representations enable zero-shot latent space communication
L Moschella, V Maiorca, M Fumero, A Norelli, F Locatello, E Rodolā
arXiv preprint arXiv:2209.15430, 2022
402022
ASIF: Coupled data turns unimodal models to multimodal without training
A Norelli, M Fumero, V Maiorca, L Moschella, E Rodola, F Locatello
Advances in Neural Information Processing Systems 36, 2024
172024
Learning disentangled representations via product manifold projection
M Fumero, L Cosmo, S Melzi, E Rodolā
Proceedings of the 38th International Conference on Machine Learning, PMLR …, 2021
162021
Nonlinear spectral geometry processing via the tv transform
M Fumero, M Möller, E Rodolā
ACM Transactions on Graphics (TOG) 39 (6), 1-16, 2020
112020
A parametric analysis of discrete Hamiltonian functional maps
E Postolache, M Fumero, L Cosmo, E Rodola
Computer Graphics Forum 39 (5), 103-118, 2020
82020
Certification of Gaussian Boson Sampling via graphs feature vectors and kernels
T Giordani, V Mannucci, N Spagnolo, M Fumero, A Rampini, E Rodola, ...
Quantum Science and Technology 8 (1), 015005, 2022
62022
Leveraging sparse and shared feature activations for disentangled representation learning
M Fumero, F Wenzel, L Zancato, A Achille, E Rodolā, S Soatto, ...
Advances in Neural Information Processing Systems 36, 2024
52024
Latent Space Translation via Semantic Alignment
V Maiorca, L Moschella, A Norelli, M Fumero, F Locatello, E Rodolā
Advances in Neural Information Processing Systems 36, 2024
12024
Infusing invariances in neural representations
I Cannistraci, M Fumero, L Moschella, V Maiorca, E Rodolā
12023
Bootstrapping Parallel Anchors for Relative Representations
I Cannistraci, L Moschella, V Maiorca, M Fumero, A Norelli, E Rodolā
arXiv preprint arXiv:2303.00721, 2023
12023
Unsupervised source separation via Bayesian inference in the latent domain
M Mancusi, E Postolache, G Mariani, M Fumero, A Santilli, L Cosmo, ...
arXiv preprint arXiv:2110.05313, 2021
12021
Neural style transfer in three-dimensional shapes
H Shayani, M Fumero, A Sanghi
US Patent App. 18/149,601, 2023
2023
Generating styles for neural style transfer in three-dimensional shapes
H Shayani, M Fumero, A Sanghi
US Patent App. 18/149,609, 2023
2023
Training machine learning models to perform neural style transfer in three-dimensional shapes
H Shayani, M Fumero, A Sanghi
US Patent App. 18/149,605, 2023
2023
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
I Cannistraci, L Moschella, M Fumero, V Maiorca, E Rodolā
arXiv preprint arXiv:2310.01211, 2023
2023
Neural Implicit Style-net: synthesizing shapes in a preferred style exploiting self supervision
M Fumero, H Shayani, A Sanghi, E Rodolā
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022
2022
Certification of Gaussian Boson Sampling via graph theory
T Giordani, V Mannucci, N Spagnolo, M Fumero, A Rampini, E Rodolā, ...
arXiv preprint arXiv:2202.07711, 2022
2022
CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Supplemental Material
A Sanghi, H Chu, JG Lambourne, Y Wang, CY Cheng, M Fumero, ...
Learning disentangled representations via product manifold projection-Supplementary Material
M Fumero, L Cosmo, S Melzi, E Rodola
Proceedings of the 38th International Conference on Machine Learning, PMLR …, 0
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