Fumero, Marco

1. Relative representations enable zero-shot latent space communication
   2022/09/30 by Luca Moschella, Valentino Maiorca, Moschella, Luca +9 · 29 citations
   Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
2. CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation
   2021/10/06 by Aditya Sanghi, Sanghi, Aditya, Hang Chu +11 · 15 citations
   Computer Science · Engineering · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Human Motion and Animation
3. Latent Space Translation via Semantic Alignment
   2023/11/01 by Valentino Maiorca, Luca Moschella, Maiorca, Valentino +9 · 9 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Topic Modeling
4. Navigating the Latent Space Dynamics of Neural Models
   2025/05/28 by Marco Fumero, Luca Moschella, Fumero, Marco +5 · 2 voices · 3 citations
   Computer Science · #cs.LG
5. Leveraging sparse and shared feature activations for disentangled representation learning
   2023/04/17 by Marco Fumero, Fumero, Marco, Florian Wenzel +13 · 5 citations
   Computer Science · #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
6. Unsupervised Source Separation via Bayesian Inference in the Latent Domain
   2021/10/11 by Mancusi, Michele, Postolache, Emilian, Mariani, Giorgio +4 · 2 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
7. Unifying Causal Representation Learning with the Invariance Principle
   2024/09/04 by Yao, Dingling, Rancati, Dario, Cadei, Riccardo +2 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
   2023/10/02 by Irene Cannistraci, Cannistraci, Irene, Luca Moschella +7 · 2 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
9. Latent Space Translation via Inverse Relative Projection
   2024/06/21 by Valentino Maiorca, Luca Moschella, Maiorca, Valentino +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
10. C²M³: Cycle-Consistent Multi-Model Merging
    2024/05/28 by Donato Crisostomi, Crisostomi, Donato, Marco Fumero +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
11. Certification of Gaussian Boson Sampling via graphs feature vectors and kernels
    2022/02/15 by Taira Giordani, Giordani, Taira, Valerio Mannucci +11 · 1 citation
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum-Dot Cellular Automata
12. ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training
    2022/10/04 by Norelli, Antonio, Fumero, Marco, Maiorca, Valentino +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Latent Functional Maps: a spectral framework for representation alignment
    2024/06/20 by Marco Fumero, Marco Pegoraro, Fumero, Marco +7 · 1 voice · 1 citation
    Engineering · #3D Modeling in Geospatial Applications #cs.LG