Paolo Didier Alfano

According to our database, Paolo Didier Alfano authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods.

Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco, Francesca Odone

Image Vis. Comput., 2024

Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors.

Gabriele M. Caddeo, Andrea Maracani, Paolo Didier Alfano, Nicola A. Piga, Lorenzo Rosasco, Lorenzo Natale

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Efficient machine learning with resources constraints.

Paolo Didier Alfano

PhD thesis, 2023

An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles.

Vito Paolo Pastore, Paolo Didier Alfano, Ashwini Oke, Sara Capponi, Daniel Eltanan, Xavier Woodruff-Madeira, Anita Nguyen, Jennifer Carol Fung, Simone Bianco

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods.

Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco, Francesca Odone

CoRR, 2022

Efficient Unsupervised Learning for Plankton Images.

Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore

Proceedings of the 26th International Conference on Pattern Recognition, 2022