Luca Moschella

6 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (3) ICLR (2) CVPR (1)

Top co-authors

Emanuele Rodolà (6) Marco Fumero (4) Valentino Maiorca (4) Francesco Locatello (3) Antonio Norelli (3) Simone Melzi (2) Souhail Hadgi (1) Irene Cannistraci (1) Qixing Huang (1) Maks Ovsjanikov (1)

Research topics

Machine Learning (6) Core Methods (4) Learning Types · Machine Learning (4) Computer Vision (2) Deep Learning (2) Analysis (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Learning Types · Deep Learning (1)

Keywords

latent space (3) representation learning (3) embedding learning (2) zero-shot learning (2) multimodal learning (1) point cloud (1) 3d vision (1) cross-modal retrieval (1) model merging (1) semantic representation (1) semantic alignment (1) dense correspondence (1) shape matching (1) non-rigid shape (1) latent representation (1) zero-shot transfer (1) multimodal representation (1) subspace projection (1) latent space alignment (1) deformable shape (1)

Papers

Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces CVPR 2025 From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication ICLR 2024 ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training NeurIPS 2023 Latent Space Translation via Semantic Alignment NeurIPS 2023 Relative representations enable zero-shot latent space communication ICLR 2023 Shape Registration in the Time of Transformers NeurIPS 2021