Leonardo Rossi

2 accepted papers

2024

Memory-Augmented Online Video Anomaly Detection

Leonardo Rossi, Vittorio Bernuzzi, Tomaso Fontanini, Massimo Bertozzi, Andrea Prati

ICASSP 2024accepted

The ability to understand the surrounding scene is of paramount importance for Autonomous Vehicles (AVs). This paper presents a system capable to work in an online fashion, giving an immediate response to the arise of anomalies surrounding the AV, exploiting only the videos captured by a dash-mounte…

Cited by 0 Source ↗Scholar ↗

2021

AEDA: An Easier Data Augmentation Technique for Text Classification

Akbar Karimi, Leonardo Rossi, Andrea Prati

EMNLP 2021finding

This paper proposes AEDA (An Easier Data Augmentation) technique to help improve the performance on text classification tasks. AEDA includes only random insertion of punctuation marks into the original text. This is an easier technique to implement for data augmentation than EDA method (Wei and Zou,…

Cited by 210 Source ↗PDF ↗code ↗Scholar ↗