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
298 2022 Relative representations enable zero-shot latent space communication L Moschella, V Maiorca, M Fumero, A Norelli, F Locatello, E Rodolà
Proc. of The Eleventh International Conference on Learning Representations …, 2022
92 2022 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, 15303-15319, 2023
31 2023 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
28 2021 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, 27682-27698, 2023
19 2023 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, 55394-55414, 2023
16 2023 Nonlinear spectral geometry processing via the tv transform M Fumero, M Möller, E Rodolà
ACM Transactions on Graphics (TOG) 39 (6), 1-16, 2020
15 2020 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication I Cannistraci, L Moschella, M Fumero, V Maiorca, E Rodolà
Proc. of The Twelfth International Conference on Learning Representations …, 2023
11 2023 A parametric analysis of discrete Hamiltonian functional maps E Postolache, M Fumero, L Cosmo, E Rodola
Computer Graphics Forum 39 (5), 103-118, 2020
9 2020 Certification of Gaussian boson sampling via graphs feature vectors and kernels T Giordani, V Mannucci, N Spagnolo, M Fumero, A Rampini, E Rodolà, ...
Quantum Science and Technology 8 (1), 015005, 2022
8 2022 Relative representations enable zero-shot latent space communication (2023) L Moschella, V Maiorca, M Fumero, A Norelli, F Locatello, E Rodolà
arXiv preprint arXiv:2209.15430, 2023
6 2023 : Cycle-Consistent Multi-Model MergingD Crisostomi, M Fumero, D Baieri, F Bernard, E Rodola
Advances in Neural Information Processing Systems 37, 28674-28705, 2025
5 2025 Latent Functional Maps: a spectral framework for representation alignment M Fumero, M Pegoraro, V Maiorca, F Locatello, E Rodolà
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
3 * 2024 Bootstrapping Parallel Anchors for Relative Representations I Cannistraci, L Moschella, V Maiorca, M Fumero, A Norelli, E Rodolà
arXiv preprint arXiv:2303.00721, 2023
3 2023 Infusing invariances in neural representations I Cannistraci, M Fumero, L Moschella, V Maiorca, E Rodolà
3 2023 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
3 2021 Latent space translation via inverse relative projection V Maiorca, L Moschella, M Fumero, F Locatello, E Rodolà
arXiv preprint arXiv:2406.15057, 2024
2 2024 Unifying Causal Representation Learning with the Invariance Principle D Yao, D Rancati, R Cadei, M Fumero, F Locatello
arXiv preprint arXiv:2409.02772, 2024
1 2024 Certification of Gaussian Boson Sampling via graph theory T Giordani, V Mannucci, N Spagnolo, M Fumero, A Rampini, E Rodolà, ...
arXiv preprint arXiv:2202.07711, 2022
1 2022 Generating styles for neural style transfer in three-dimensional shapes H Shayani, M Fumero, A Sanghi
US Patent 12,223,611, 2025
2025