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Marco Fumero
Marco Fumero
Dirección de correo verificada de di.uniroma1.it
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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
2472022
Relative representations enable zero-shot latent space communication
L Moschella, V Maiorca, M Fumero, A Norelli, F Locatello, E Rodolà
arXiv preprint arXiv:2209.15430, 2022
492022
Learning disentangled representations via product manifold projection
M Fumero, L Cosmo, S Melzi, E Rodolà
Proceedings of the 38th International Conference on Machine Learning, PMLR …, 2021
202021
Asif: Coupled data turns unimodal models to multimodal without training
A Norelli, M Fumero, V Maiorca, L Moschella, E Rodolà, F Locatello
Advances in Neural Information Processing Systems 36, 2024
172024
Nonlinear spectral geometry processing via the tv transform
M Fumero, M Möller, E Rodolà
ACM Transactions on Graphics (TOG) 39 (6), 1-16, 2020
122020
A parametric analysis of discrete Hamiltonian functional maps
E Postolache, M Fumero, L Cosmo, E Rodola
Computer Graphics Forum 39 (5), 103-118, 2020
72020
Leveraging sparse and shared feature activations for disentangled representation learning
M Fumero, F Wenzel, L Zancato, A Achille, E Rodolà, S Soatto, ...
Advances in Neural Information Processing Systems 36, 2024
62024
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
Latent space translation via semantic alignment
V Maiorca, L Moschella, A Norelli, M Fumero, F Locatello, E Rodolà
Advances in Neural Information Processing Systems 36, 2024
52024
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
I Cannistraci, L Moschella, M Fumero, V Maiorca, E Rodolà
arXiv preprint arXiv:2310.01211, 2023
22023
Infusing invariances in neural representations
I Cannistraci, M Fumero, L Moschella, V Maiorca, E Rodolà
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
Latent Space Translation via Inverse Relative Projection
V Maiorca, L Moschella, M Fumero, F Locatello, E Rodolà
arXiv preprint arXiv:2406.15057, 2024
2024
Latent Functional Maps
M Fumero, M Pegoraro, V Maiorca, F Locatello, E Rodolà
arXiv preprint arXiv:2406.14183, 2024
2024
: Cycle-Consistent Multi-Model Merging
D Crisostomi, M Fumero, D Baieri, F Bernard, E Rodolà
arXiv preprint arXiv:2405.17897, 2024
2024
Preface of UniReps: the First Workshop on Unifying Representations in Neural Models
M Fumero, E Rodolá, C Domine, F Locatello, K Dziugaite, C Mathilde
Proceedings of UniReps: the First Workshop on Unifying Representations in …, 2024
2024
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
Bootstrapping Parallel Anchors for Relative Representations
I Cannistraci, L Moschella, V Maiorca, M Fumero, A Norelli, E Rodolà
arXiv preprint arXiv:2303.00721, 2023
2023
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