Learning Switching Models for Abnormality Detection for Autonomous Driving. - Mohamad Baydoun; Damian Campo; Valentina Sanguineti; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (FUSION, 2018)

Leveraging Acoustic Images for Effective Self-supervised Audio Representation Learning. - Valentina Sanguineti; Pietro Morerio; Niccolò Pozzetti; Danilo Greco; Marco Cristani; Vittorio Murino (ECCV (22), 2020)

Audio-Visual Model Distillation Using Acoustic Images. - Andrés F. Pérez; Valentina Sanguineti; Pietro Morerio; Vittorio Murino (WACV, 2020)

Audio-Visual Localization by Synthetic Acoustic Image Generation. - Valentina Sanguineti; Pietro Morerio; Alessio Del Bue; Vittorio Murino (AAAI, 2021)

Unsupervised Synthetic Acoustic Image Generation for Audio-Visual Scene Understanding. - Valentina Sanguineti; Pietro Morerio; Alessio Del Bue; Vittorio Murino (IEEE Trans. Image Process., 2022)

Audio-Visual Learning for Scene Understanding. - Valentina Sanguineti (2022)

Audio-Visual Inpainting: Reconstructing Missing Visual Information with Sound. - Valentina Sanguineti; Sanket Kumar Thakur; Pietro Morerio; Alessio Del Bue; Vittorio Murino (ICASSP, 2023)