Publications

A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge

ArXiv

B. Barz, L. Brigato, L. Iocchi and J. Denzler

Tune It or Don’t Use It: Benchmarking Data-Efficient Image Classification

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 2021

L. Brigato, B. Barz, L. Iocchi and J. Denzler

Exploiting Time Dynamics for One-Class and Open-Set Anomaly Detection

International Conference on Artificial Intelligence and Soft Computing (ICAISC 2021)

L. Brigato, R. Sartea, S. Simonazzi, A. Farinelli, L. Iocchi and C. Napoli

A Close Look at Deep Learning with Small Data

2020 International Conference on Pattern Recognition (ICPR 2020)

L. Brigato and L. Iocchi

A Comparative Analysis on the use of Autoencoders for Robot Security Anomaly Detection

2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

M. Olivato*, O. Cotugno*, L. Brigato*, D. Bloisi, A. Farinelli and L. Iocchi

RoboCup@Home-Objects: benchmarking object recognition for home robots

RoboCup 2019

N. Massouh, L. Brigato and L. Iocchi

Analyzing the trade-off between training session time and performance in myoelectric hand gesture recognition during upper limb movement

2019 International Conference on Rehabilitation Robotics (ICORR)

M. Cognolato*, L. Brigato*, Y. Dicente, M. Atzori and H. Müller

QoE-aware UAV flight path design for mobile video streaming in HetNet

2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM)

S. Colonnese, A. Carlesimo, L. Brigato and F. Cuomo