Tremoço, João; Medvedev, Iurii; Freitas, Nuno; Costa, Andreia; Nunes, Diogo; Bunzel, Niklas; Graner, Lukas; Göller, Nicolas; Pellegrini, Lorenzo; Di Domenico, Nicolò; Borghi, Guido; Verghese, Monson; Bhilare, Shruti; Hati, Avik; Lourenço, Miguel; Gonçalves, Nuno, Adversarial Attack Challenge for Secure Face Recognition 2025, in: 2025 IEEE International Joint Conference on Biometrics (IJCB), New York, IEEE, 2025, pp. 1 - 10 (atti di: 2025 IEEE International Joint Conference on Biometrics (IJCB), Osaka, Japan, 8/9/2025) [Contribution to conference proceedings]
Pellegrini, Lorenzo; Cozzolino, Davide; Pandolfini, Serafino; Maltoni, Davide; Ferrara, Matteo; Verdoliva, Luisa; Prati, Marco; Ramilli, Marco, AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection, in: 2025 International Joint Conference on Neural Networks (IJCNN), Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 9 (atti di: 2025 International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, 30 June 2025 - 05 July 2025) [Contribution to conference proceedings]Open Access
Hemati, Hamed; Pellegrini, Lorenzo; Duan, Xiaotian; Zhao, Zixuan; Xia, Fangfang; Masana, Marc; Tscheschner, Benedikt; Veas, Eduardo; Zheng, Yuxiang; Zhao, Shiji; Li, Shao-Yuan; Huang, Sheng-Jun; Lomonaco, Vincenzo; van de Ven, Gido M., Continual learning in the presence of repetition, «NEURAL NETWORKS», 2025, 183, Article number: 106920 , pp. 1 - 14 [Scientific article]Open Access
Maltoni, Davide; Pellegrini, Lorenzo; Scucchia, Matteo, The Design Principles of Gen-AI Algorithms, in: The Cyber-Creativity Process. How Humans Co-Create with Artificial Intelligence, Cham, Palgrave Macmillan, 2025, pp. 33 - 69 [Chapter or essay]
Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; DeAndres-Tame, Ivan; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Haider Zama, Md; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Otroshi Shahreza, Hatef; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Di Domenico, Nicolò; Borghi, Guido; Pellegrini, Lorenzo; Mas-Candela, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Boutros, Fadi; Damer, Naser; Fenu, Gianni; Marras, Mirko, FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data, in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024, pp. 892 - 901 (atti di: IEEE/CVF Winter Conference on Applications of Computer Vision, Waikoloa, Hawaii, United States of America, 4-8 gennaio 2024) [Contribution to conference proceedings]
Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; DeAndres-Tame, Ivan; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Zama, Md Haider; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Shahreza, Hatef Otroshi; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Di Domenico, Nicolò; Borghi, Guido; Pellegrini, Lorenzo; Mas-Candela, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Boutros, Fadi; Damer, Naser; Fenu, Gianni; Marras, Mirko, FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems, «INFORMATION FUSION», 2024, 107, Article number: 102322 , pp. 1 - 48 [Scientific article]Open Access
Pellegrini Lorenzo; Maltoni Davide; Graffieti Graffieti; Lomonaco Vincenzo; Mazzini Lisa; Mondardini Marco; Zappoli Milena, A weakly supervised approach for recycling code recognition, «EXPERT SYSTEMS WITH APPLICATIONS», 2023, 215, Article number: 119282 , pp. 1 - 11 [Scientific article]Open Access
Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni, Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual learning, in: Towards Human Brain Inspired Lifelong Learning, Singapore, World Scientific Publishing, 2023, pp. 0 - 14 [Chapter or essay]
Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco, Avalanche: A PyTorch Library for Deep Continual Learning, «JOURNAL OF MACHINE LEARNING RESEARCH», 2023, 24, pp. 1 - 6 [Scientific article]Open Access
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth, Class-Incremental Learning with Repetition, in: Proceedings of The 2nd Conference on Lifelong Learning Agents, PMLR, 2023, 232, pp. 437 - 455 (atti di: Conference on Lifelong Learning Agents (CoLLAs), Montreal, 22/08/2023) [Contribution to conference proceedings]Open Access
Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni, Detecting Morphing Attacks via Continual Incremental Training, in: Proceedings of 2023 IEEE International Joint Conference on Biometrics, 2023, pp. 0 - 9 (atti di: 2023 IEEE International Joint Conference on Biometrics, Ljubiana, 25/09/2023) [Contribution to conference proceedings]
Graffieti, Gabriele; Maltoni, Davide; Pellegrini, Lorenzo; Lomonaco, Vincenzo, Generative negative replay for continual learning, «NEURAL NETWORKS», 2023, 162, pp. 369 - 383 [Scientific article]Open Access
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni, CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions, «ARTIFICIAL INTELLIGENCE», 2022, 303, Article number: 103635 , pp. 1 - 14 [Scientific article]Open Access
Cossu Andrea, Graffieti Gabriele, Pellegrini Lorenzo, Maltoni Davide, Bacciu Davide, Carta Antonio, Lomonaco Vincenzo, Is Class-Incremental Enough for Continual Learning?, «FRONTIERS IN ARTIFICIAL INTELLIGENCE», 2022, 5, Article number: 829842 , pp. 1 - 6 [Scientific article]Open Access
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni, Avalanche: an End-to-End Library for Continual Learning, in: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2021), 2021, pp. 3595 - 3605 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021, Virtual, 19-25 Giugno 2021) [Contribution to conference proceedings]Open Access
