Niccolò Biondi

According to our database, Niccolò Biondi authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PEPR: Privileged Event-based Predictive Regularization for Domain Generalization.

Gabriele Magrini, Federico Becattini, Niccolò Biondi, Pietro Pala

CoRR, February, 2026

Improving Generalization in AI-Generated Facial Image Detection via Explainable Recovery.

Giulia Ciacci, Alesssandra Spinaci, Niccolò Biondi, Andrea Ciamarra, Roberto Caldelli

Proceedings of the 2026 ACM Workshop on Information Hiding and Multimedia Security, 2026

Mitigating Negative Flips via Margin Preserving Training.

Simone Ricci, Niccolò Biondi, Federico Pernici, Alberto Del Bimbo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

λ-Orthogonality Regularization for Compatible Representation Learning.

Simone Ricci, Niccolò Biondi, Federico Pernici, Ioannis Patras, Alberto Del Bimbo

CoRR, September, 2025

FRED: The Florence RGB-Event Drone Dataset.

Gabriele Magrini, Niccolò Marini, Federico Becattini, Lorenzo Berlincioni, Niccolò Biondi, Pietro Pala, Alberto Del Bimbo

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Learning Compatible Representations.

Alberto Del Bimbo, Niccolò Biondi, Simone Ricci, Federico Pernici

Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, 2025

An AI-Powered Multimodal Interaction System for Engaging with Digital Art: A Human-Centered Approach to HCI.

Andrea Ferracani, Simone Ricci, Filippo Principi, Giuseppe Becchi, Niccolò Biondi, Alberto Del Bimbo, Marco Bertini, Pietro Pala

Proceedings of the Artificial Intelligence in HCI, 2025

2024

Learning Backward Compatible Representations.

Niccolò Biondi, Simone Ricci, Federico Pernici, Alberto Del Bimbo

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Comics Datasets Framework: Mix of Comics Datasets for Detection Benchmarking.

Emanuele Vivoli, Irene Campaioli, Mariateresa Nardoni, Niccolò Biondi, Marco Bertini, Dimosthenis Karatzas

Proceedings of the Document Analysis and Recognition - ICDAR 2024 Workshops, 2024

ComiCap: A VLMs Pipeline for Dense Captioning of Comic Panels.

Emanuele Vivoli, Niccolò Biondi, Marco Bertini, Dimosthenis Karatzas

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer.

Simone Ricci, Niccolò Biondi, Federico Pernici, Alberto Del Bimbo

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements.

Niccolò Biondi, Federico Pernici, Simone Ricci, Alberto Del Bimbo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

CoReS: Compatible Representations via Stationarity.

Niccolò Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

2022

CL²R: Compatible Lifelong Learning Representations.

Niccolò Biondi, Federico Pernici, Matteo Bruni, Daniele Mugnai, Alberto Del Bimbo

ACM Trans. Multim. Comput. Commun. Appl., 2022

CL2R: Compatible Lifelong Learning Representations.

Niccolò Biondi, Federico Pernici, Matteo Bruni, Daniele Mugnai, Alberto Del Bimbo

CoRR, 2022

Contrastive Supervised Distillation for Continual Representation Learning.

Tommaso Barletti, Niccolò Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022