ML Anthology

Fumero, Marco

21 publications

NeurIPS 2025 Connecting Neural Models Latent Geometries with Relative Geodesic Representations Hanlin Yu, Berfin Inal, Georgios Arvanitidis, Søren Hauberg, Francesco Locatello, Marco Fumero
NeurIPS 2025 Out-of-Distribution Detection with Relative Angles Berker Demirel, Marco Fumero, Francesco Locatello
ICLR 2025 Unifying Causal Representation Learning with the Invariance Principle Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello
NeurIPS 2024 $C^2M^3$: Cycle-Consistent Multi-Model Merging Donato Crisostomi, Marco Fumero, Daniele Baieri, Florian Bernard, Emanuele Rodolà
NeurIPSW 2024 Connecting Neural Models Latent Geometries with Relative Geodesic Representations Hanlin Yu, Berfin Inal, Marco Fumero
NeurIPSW 2024 Connecting Neural Models Latent Geometries with Relative Geodesic Representations Hanlin Yu, Berfin Inal, Marco Fumero
ICLR 2024 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà
ICMLW 2024 Latent Functional Maps Marco Fumero, Marco Pegoraro, Valentino Maiorca, Francesco Locatello, Emanuele Rodolà
ICMLW 2024 Latent Functional Maps Marco Fumero, Marco Pegoraro, Valentino Maiorca, Francesco Locatello, Emanuele Rodolà
NeurIPS 2024 Latent Functional Maps: A Spectral Framework for Representation Alignment Marco Fumero, Marco Pegoraro, Valentino Maiorca, Francesco Locatello, Emanuele Rodolà
NeurIPSW 2024 Unifying Causal Representation Learning with the Invariance Principle Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello
NeurIPSW 2024 Unifying Causal Representation Learning with the Invariance Principle Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello
NeurIPS 2023 ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training Antonio Norelli, Marco Fumero, Valentino Maiorca, Luca Moschella, Emanuele Rodolà, Francesco Locatello
NeurIPSW 2023 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà
ICMLW 2023 Infusing Invariances in Neural Representations Irene Cannistraci, Marco Fumero, Luca Moschella, Valentino Maiorca, Emanuele Rodolà
NeurIPS 2023 Latent Space Translation via Semantic Alignment Valentino Maiorca, Luca Moschella, Antonio Norelli, Marco Fumero, Francesco Locatello, Emanuele Rodolà
NeurIPS 2023 Leveraging Sparse and Shared Feature Activations for Disentangled Representation Learning Marco Fumero, Florian Wenzel, Luca Zancato, Alessandro Achille, Emanuele Rodolà, Stefano Soatto, Bernhard Schölkopf, Francesco Locatello
ICLR 2023 Relative Representations Enable Zero-Shot Latent Space Communication Luca Moschella, Valentino Maiorca, Marco Fumero, Antonio Norelli, Francesco Locatello, Emanuele Rodolà
CVPR 2022 CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, Kamal Rahimi Malekshan
NeurIPSW 2022 Neural Implicit Style-Net: Synthesizing Shapes in a Preferred Style Exploiting Self Supervision Marco Fumero, Hooman Shayani, Aditya Sanghi, Emanuele Rodolà
ICML 2021 Learning Disentangled Representations via Product Manifold Projection Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodola