Paolo Didier Alfano

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Unsupervised Learning

Image Classification

Top Venues

Publications

Gabriele M. Caddeo, Andrea Maracani, Paolo Didier Alfano, Nicola A. Piga, Lorenzo Rosasco, Lorenzo Natale
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors. ICRA (2024)
Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco, Francesca Odone
Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods. Image Vis. Comput. 142 (2024)
Vito Paolo Pastore, Paolo Didier Alfano, Ashwini Oke, Sara Capponi, Daniel Eltanan, Xavier Woodruff-Madeira, Anita Nguyen, Jennifer Carol Fung, Simone Bianco
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles. ICIAP (2) (2023)
Gabriele M. Caddeo, Andrea Maracani, Paolo Didier Alfano, Nicola A. Piga, Lorenzo Rosasco, Lorenzo Natale
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors. CoRR (2023)
Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore
Efficient Unsupervised Learning for Plankton Images. CoRR (2022)
Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore
Efficient Unsupervised Learning for Plankton Images. ICPR (2022)
Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco, Francesca Odone
Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods. CoRR (2022)