Moschella, Luca
- Relative representations enable zero-shot latent space communication
2022/09/30 by Luca Moschella, Valentino Maiorca, Moschella, Luca +9 · 39 citations
Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
- Latent Space Translation via Semantic Alignment
2023/11/01 by Valentino Maiorca, Luca Moschella, Maiorca, Valentino +9 · 12 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- Navigating the Latent Space Dynamics of Neural Models
2025/05/28 by Marco Fumero, Fumero, Marco, Luca Moschella +5 · 2 voices · 3 citations
Computer Science · #cs.LG
- Shape registration in the time of transformers
2021/06/25 by Trappolini, Giovanni, Cosmo, Luca, Moschella, Luca +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
2023/10/02 by Irene Cannistraci, Cannistraci, Irene, Luca Moschella +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Latent Space Translation via Inverse Relative Projection
2024/06/21 by Valentino Maiorca, Luca Moschella, Maiorca, Valentino +7 · 5 citations
Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
- ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training
2022/10/04 by Norelli, Antonio, Fumero, Marco, Maiorca, Valentino +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
2025/03/07 by Hadgi, Souhail, Moschella, Luca, Santilli, Andrea +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- From Charts to Atlas: Merging Latent Spaces into One
2023/11/11 by Crisostomi, Donato, Cannistraci, Irene, Moschella, Luca +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Latent Communication in Artificial Neural Networks
2024/06/16 by Luca Moschella, Moschella, Luca · 1 citation
Computer Science · #Neural Networks and Applications
- Learning Spectral Unions of Partial Deformable 3D Shapes
2021/03/31 by Luca Moschella, Simone Melzi, Moschella, Luca +13 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction #Advanced Vision and Imaging