Publications and Dissemination

Scientific Papers

Abdari, A., Falcon, A., & Serra, G. (2025). AgriMus: Developing Museums in the Metaverse for Agricultural Education. In IRCDL 2025. URL: https://ceur-ws.org/Vol-3937/paper16.pdf
Falcon, A., Abdari, A., & Serra, G. (2025, January). HierArtEx: Hierarchical Representations and Art Experts Supporting the Retrieval of Museums in the Metaverse. In International Conference on Multimedia Modeling (pp. 60-73). DOI: https://doi.org/10.1007/978-981-96-2061-6_5
Moratelli, N., Barraco, M., Cornia, M., Baraldi, L., & Cucchiara, R. (2024). Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. IEEE Intelligent Systems. DOI: https://dx.doi.org/10.1109/MIS.2024.3386099
Moratelli, N., Cornia, M., Baraldi, L., & Cucchiara, R. (2024). Fluent and Accurate Image Captioning with a Self-Trained Reward Model. In Proceedings of the 27th International Conference on Pattern Recognition.
Moratelli, N., Caffagni, D., Cornia, M., Baraldi, L., & Cucchiara, R. (2024). Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. In Proceedings of the 35th British Machine Vision Conference.
Sarto, S., Cornia, M., Baraldi, L., & Cucchiara, R. (2024). BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues. In Proceedings of the European Conference on Computer Vision.
Avalle, M., Di Marco, N., Etta, G., Sangiorgio, E., Alipour, S., Bonetti, A., ... & Quattrociocchi, W. (2024). Persistent interaction patterns across social media platforms and over time. Nature, 628(8008), 582-589. DOI: https://doi.org/10.1038/s41586-024-07229-y
Falcon, A., Serra, G., & Lanz, O. (2024). Improving semantic video retrieval models by training with a relevance-aware online mining strategy. Computer Vision and Image Understanding, 245, 104035. DOI: https://doi.org/10.1016/j.cviu.2024.104035
Abdari, A., Falcon, A., & Serra, G. (2024, May). AdOCTeRA: Adaptive Optimization Constraints for improved Text-guided Retrieval of Apartments. In Proceedings of the 2024 International Conference on Multimedia Retrieval (pp. 1043-1050). DOI: https://doi.org/10.1145/3652583.3658039
Abdari, A., Falcon, A., & Serra, G. (2024, January). A Language-based solution to enable Metaverse Retrieval. In International Conference on Multimedia Modeling (pp. 477-488). Cham: Springer Nature Switzerland. DOI: https://doi.org/10.1007/978-3-031-53311-2_35
Serra, G., Portelli, B., Scaboro, S., & Chersoni, E. (2024). A perspective on Artificial Intelligence for digital pharmacovigilance in pandemics. In Innovating Health Against Future Pandemics (pp. 59-68). Academic Press. DOI: https://doi.org/10.1016/B978-0-443-13681-8.00003-5
Falcon, A., Portelli, B., Abdari, A., & Serra, G. (2024). Paving the Way for Personalized Museums Tours in the Metaverse. In IRCDL 2024 (pp. 178-188). URL: https://ceur-ws.org/Vol-3643/paper17.pdf
Abdari, A., Falcon, A., & Serra, G. (2023, November). Metaverse Retrieval: Finding the Best Metaverse Environment via Language. In Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval (pp. 1-9). DOI: https://doi.org/10.1145/3606040.3617445

Technical Reports / Preprints

Falcon, A., Abdari, A., & Serra, G. (2025). ALCER3D: Adaptive Learning Constraints for Enhanced Retrieval of Complex Indoor 3D Scenarios. In IEEE Transactions on Multimedia.
Macrì, G., Bazzana, L., Falcon, A., & Serra, G. (2025). HM3: Hierarchical Modeling of Multimedia Metaverses on 10000 Thematic Museums via Theme-aware Contrastive Loss Function. In The 15th ACM International Conference on Multimedia Retrieval.
Abdari, A., Falcon, A., Serra, G., & Qiushi, H. (2025). Reproducibility Companion Paper: AdOCTeRA - Adaptive Optimization Constraints for Improved Text-Guided Retrieval of Apartments. In The 15th ACM International Conference on Multimedia Retrieval.
Pecile, G., Di Marco, N., Cinelli, M., & Quattrociocchi, W. (2024). Decoding Political Polarization in Social Media Interactions. arXiv preprint arXiv:2407.03773. (preprint) DOI: https://doi.org/10.48550/arXiv.2407.03773
Di Marco, N., Loru, E., Bonetti, A., Serra, A. O. G., Cinelli, M., & Quattrociocchi, W. (2024). The Evolution of Language in Social Media Comments. arXiv preprint arXiv:2406.11450. (preprint) DOI: https://doi.org/10.48550/arXiv.2406.11450
Pecile, G., Di Marco, N., Cinelli, M., & Quattrociocchi, W. (2024). Mapping the Global Election Landscape on Social Media in 2024. arXiv preprint arXiv:2406.04962. (preprint) DOI: https://doi.org/10.48550/arXiv.2406.04962

Disseminations Activities

[Presentation] Falcon, A., Macrì, G., & Serra, G. (2025) MUSMA - Multimedia Understanding meets Social Media Analysis. In: 4th Computer Vision for Metaverse Workshop (CV4Metaverse 2025). Co-located at CVPR 2025, Nashville, USA.
[Presentation] Falcon, A., Abdari, A., Portelli, B., & Serra, G. (2024) MUSMA - Multimedia Understanding meets Social Media Analysis. In: 3rd Computer Vision for Metaverse Workshop (CV4Metaverse 2024). Co-located at ECCV 2024, Milan, Italy.

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