| 2024 | ICIP | MAVAD: Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos. | Blazej Leporowski, Arian Bakhtiarnia, Nicole Bonnici, Adrian Muscat, Luca Zanella, Yiming Wang, Alexandros Iosifidis |
| 2019 | ICINCO | Clustering-based Model for Predicting Multi-spatial Relations in Images. | Brandon Birmingham, Adrian Muscat |
| 2018 | ECCV | Pre-gen Metrics: Predicting Caption Quality Metrics Without Generating Captions. | Marc Tanti, Albert Gatt, Adrian Muscat |
| 2018 | INLG | SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects. | Anja Belz, Adrian Muscat, Pierre Anguill, Mouhamadou Sow, Gaetan Vincent, Yassine Zinessabah |
| 2018 | INLG | Adding the Third Dimension to Spatial Relation Detection in 2D Images. | Brandon Birmingham, Adrian Muscat, Anja Belz |
| 2018 | LREC | Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions. | Albert Gatt, Marc Tanti, Adrian Muscat, Patrizia Paggio, Reuben A. Farrugia, Claudia Borg, Kenneth P. Camilleri, Mike Rosner, Lonneke van der Plas |
| 2017 | IJCAI | Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). | Raffaella Bernardi, Ruket akici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank |
| 2016 | ACL | Exploring Different Preposition Sets, Models and Feature Sets in Automatic Generation of Spatial Image Descriptions. | Anja Belz, Adrian Muscat, Brandon Birmingham |
| 2016 | INLG | Effect of Data Annotation, Feature Selection and Model Choice on Spatial Description Generation in French. | Anja Belz, Adrian Muscat, Brandon Birmingham, Jessie Levacher, Julie Pain, Adam Quinquenel |