1 citations · 2 across the 3 of their papers we have counts for
3 papers
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors
Gabriele M. Caddeo, Andrea Maracani, Paolo D. Alfano +3
In this paper, we address the Sim2Real gap in the field of vision-based tactile sensors for classifying object surfaces. We train a Diffusion Model to bridge this gap using a relat…
Efficient Unsupervised Learning for Plankton Images
Paolo Didier Alfano, Marco Rando, Marco Letizia +3
Monitoring plankton populations in situ is fundamental to preserve the aquatic ecosystem. Plankton microorganisms are in fact susceptible of minor environmental perturbations, that…
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 +1
The impressive performance of deep learning architectures is associated with a massive increase in model complexity. Millions of parameters need to be tuned, with training and infe…