Publications
2025
Serez D., Cristani M., Del Bue A., Murino V., Morerio P.
A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation
Transactions on Machine Learning Research
Article
Journal
2025
Yang M.Y., Rota P., Mancini M., Morerio P., Rosenhahn B., Murino V.
Guest Editorial: Special Issue on Multimodal Learning
International Journal of Computer Vision, vol. 133, (no. 5), pp. 3079-3081
2025
Tessadori J., Boscolo Galazzo I., Storti S.F., Pini L., Brusini L., Cruciani F., Sona D., Menegaz G., Murino V.
Linking dynamic connectivity states to cognitive decline and anatomical changes in Alzheimer's disease
NeuroImage, vol. 320
2024
Thakur S., Beyan C., Morerio P., Murino V., Bue A.D.
Anticipating Next Active Objects for Egocentric Videos
IEEE Access
2024
Ciranni M., Murino V., Odone F., Pastore V.P.
Computer vision and deep learning meet plankton: Milestones and future directions
Image and Vision Computing, vol. 143
2023
Domenici N., Sanguineti V., Morerio P., Campus C., Del Bue A., Gori M., Murino V.
Computational modeling of human multisensory spatial representation by a neural architecture
PLoS ONE, vol. 18, (no. 3 March)
2023
Yamin M.A., Valsasina P., Tessadori J., Filippi M., Murino V., Rocca M.A., Sona D.
Discovering functional connectivity features characterizing multiple sclerosis phenotypes using explainable artificial intelligence
Human Brain Mapping, vol. 44, (no. 6), pp. 2294-2306
2023
Pastore V.P., Ciranni M., Bianco S., Fung J.C., Murino V., Odone F.
Efficient unsupervised learning of biological images with compressed deep features
Image and Vision Computing, vol. 137
2023
Daoudi M., Harandi M., Murino V.
Guest Editorial : Learning with Manifolds in Computer Vision
Image and Vision Computing, vol. 129
2023
Cavazza J., Murino V., Bue A.D.
No Adversaries to Zero-Shot Learning: Distilling an Ensemble of Gaussian Feature Generators
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, (no. 10), pp. 12167-12178
2022
Nappi M., Proenca H., Bakshi S., Murino V.
Guest Editorial Introduction to the Special Issue on “Biometrics Based Methods for Healthcare Applications”
Computer Vision and Image Understanding, vol. 224
2022
Cavazza J., Ahmed W., Volpi R., Morerio P., Bossi F., Willemse C., Wykowska A., Murino V.
Understanding action concepts from videos and brain activity through subjects’ consensus
Scientific Reports, vol. 12, (no. 1)
2022
Sanguineti V., Morerio P., Del Bue A., Murino V.
Unsupervised Synthetic Acoustic Image Generation for Audio-Visual Scene Understanding
IEEE Transactions on Image Processing
2021
Zunino A., Bargal S.A., Morerio P., Zhang J., Sclaroff S., Murino V.
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks
International Journal of Computer Vision, vol. 129, (no. 4), pp. 1139-1152
2021
Bargal S.A., Zunino A., Petsiuk V., Zhang J., Saenko K., Murino V., Sclaroff S.
Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, (no. 11), pp. 4196-4202