Davide Coccomini

According to our database, Davide Coccomini authored at least 18 papers between 2019 and 2024.

Collaborative distances:

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

2024

Cascaded transformer-based networks for wikipedia large-scale image-caption matching.

Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi

Multim. Tools Appl., July, 2024

MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection.

Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro

IEEE Trans. Inf. Forensics Secur., 2024

Detecting images generated by diffusers.

Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

PeerJ Comput. Sci., 2024

Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection.

Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

CoRR, 2024

Adversarial Magnification to Deceive Deepfake Detection through Super Resolution.

Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro

CoRR, 2024

Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.

Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi

CoRR, 2024

Robustness and Generalization of Synthetic Images Detectors.

Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2023

On the Generalization of Deep Learning Models in Video Deepfake Detection.

Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro

J. Imaging, 2023

Deepfake Detection: Challenges and Solutions.

Davide Alessandro Coccomini

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation.

Werner Bailer, Rahel Arnold, Vera Benz, Davide Coccomini, Anastasios Gkagkas, Gylfi Þór Guðmundsson, Silvan Heller, Björn Þór Jónsson, Jakub Lokoc, Nicola Messina, Nick Pantelidis, Jiaxin Wu

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

AIMH Lab Approaches for Deepfake Detection.

Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

The Face Deepfake Detection Challenge.

Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Barbaro Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis, Sebastiano Battiato

J. Imaging, 2022

Predicting Tornadoes days ahead with Machine Learning.

Davide Alessandro Coccomini, Giuliano Zara

CoRR, 2022

Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching.

Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi

CoRR, 2022

Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection.

Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022

Combining EfficientNet and Vision Transformers for Video Deepfake Detection.

Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi

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

2021

Generative Adversarial Networks for Astronomical Images Generation.

Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi

CoRR, 2021

2019

Labeling of Activity Recognition Datasets: Detection of Misbehaving Users.

Alessio Vecchio, Giada Anastasi, Davide Coccomini, Stefano Guazzelli, Sara Lotano, Giuliano Zara

Proceedings of the Wireless Mobile Communication and Healthcare, 2019