PELLEGRINI, LORENZO
PELLEGRINI, LORENZO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Ricercatori a tempo determinato
A weakly supervised approach for recycling code recognition
2023 Pellegrini Lorenzo; Maltoni Davide; Graffieti Graffieti; Lomonaco Vincenzo; Mazzini Lisa; Mondardini Marco; Zappoli Milena
Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale
2019 Vincenzo Lomonaco; Lorenzo Pellegrini; Davide Maltoni
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual learning
2023 Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni
Avalanche: A PyTorch Library for Deep Continual Learning
2023 Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco
Avalanche: an End-to-End Library for Continual Learning
2021 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
Class-Incremental Learning with Repetition
2023 Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
Continual Learning at the Edge: Real-Time Training on Smartphone Devices
2021 Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
2022 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
Detecting Morphing Attacks via Continual Incremental Training
2023 Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Fine-Grained Continual Learning
2019 Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data
2024 Pietro Melzi; Ruben Tolosana; Ruben Vera-Rodriguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu; Ivan DeAndres-Tame; Aythami Morales; Julian Fierrez; Javier Ortega-Garcia; Weisong Zhao; Xiangyu Zhu; Zheyu Yan; Xiao-Yu Zhang; Jinlin Wu; Zhen Lei; Suvidha Tripathi; Mahak Kothari; Md Haider Zama; Debayan Deb; Bernardo Biesseck; Pedro Vidal; Roger Granada; Guilherme Fickel; Gustavo Führ; David Menotti; Alexander Unnervik; Anjith George; Christophe Ecabert; Hatef Otroshi Shahreza; Parsa Rahimi; Sébastien Marcel; Ioannis Sarridis; Christos Koutlis; Georgia Baltsou; Symeon Papadopoulos; Christos Diou; Nicolò Di Domenico; Guido Borghi; Lorenzo Pellegrini; Enrique Mas-Candela; Ángela Sánchez-Pérez; Andrea Atzori; Fadi Boutros; Naser Damer; Gianni Fenu; Mirko Marras
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
2024 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
Generative negative replay for continual learning
2023 Graffieti, Gabriele; Maltoni, Davide; Pellegrini, Lorenzo; Lomonaco, Vincenzo
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge
2020 Bae H.; Brophy E.; Chan R.H.M.; Chen B.; Feng F.; Graffieti G.; Goel V.; Hao X.; Han H.; Kanagarajah S.; Kumar S.; Lam S.-K.; Lam T.L.; Lan C.; Liu Q.; Lomonaco V.; Ma L.; Maltoni D.; Parisi G.I.; Pellegrini L.; Piyasena D.; Pu S.; She Q.; Sheet D.; Song S.; Son Y.; Wang Z.; Ward T.E.; Wu J.; Wu M.; Xie D.; Xu Y.; Yang L.; Yang Q.; Zhong Q.; Zhou L.
Is Class-Incremental Enough for Continual Learning?
2022 Cossu Andrea, Graffieti Gabriele, Pellegrini Lorenzo, Maltoni Davide, Bacciu Davide, Carta Antonio, Lomonaco Vincenzo
Latent Replay for Real-Time Continual Learning
2019 Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni
Latent replay for real-time continual learning
2020 Pellegrini L.; Graffieti G.; Lomonaco V.; Maltoni D.
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node
2020 Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L.
Rehearsal-Free Continual Learning over Small Non-IID Batches
2020 Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A weakly supervised approach for recycling code recognition | Pellegrini Lorenzo; Maltoni Davide; Graffieti Graffieti; Lomonaco Vincenzo; Mazzini Lisa; Mondard...ini Marco; Zappoli Milena | 2023-01-01 | EXPERT SYSTEMS WITH APPLICATIONS | - | 1.01 Articolo in rivista | A_Weakly_Supervised_Approach_for_Recycling_Code_Recognition.pdf |
| Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale | Vincenzo Lomonaco; Lorenzo Pellegrini; Davide Maltoni | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual learning | Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni | 2023-01-01 | - | World Scientific Publishing | 2.01 Capitolo / saggio in libro | - |
| Avalanche: A PyTorch Library for Deep Continual Learning | Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco | 2023-01-01 | JOURNAL OF MACHINE LEARNING RESEARCH | - | 1.01 Articolo in rivista | 23-0130.pdf |
| Avalanche: an End-to-End Library for Continual Learning | 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 | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | Lomonaco_Avalanche_An_End-to-End_Library_for_Continual_Learning_CVPRW_2021_paper.pdf |
| Class-Incremental Learning with Repetition | Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vinc...enzo Lomonaco, Damian Borth | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | hemati23b.pdf |
| Continual Learning at the Edge: Real-Time Training on Smartphone Devices | Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions | Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jo...delet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni | 2022-01-01 | ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Detecting Morphing Attacks via Continual Incremental Training | Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Fine-Grained Continual Learning | Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini | 2019-01-01 | - | - | 7.13 Rapporto tecnico | - |
| FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data | Pietro Melzi; Ruben Tolosana; Ruben Vera-Rodriguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu;... Ivan DeAndres-Tame; Aythami Morales; Julian Fierrez; Javier Ortega-Garcia; Weisong Zhao; Xiangyu Zhu; Zheyu Yan; Xiao-Yu Zhang; Jinlin Wu; Zhen Lei; Suvidha Tripathi; Mahak Kothari; Md Haider Zama; Debayan Deb; Bernardo Biesseck; Pedro Vidal; Roger Granada; Guilherme Fickel; Gustavo Führ; David Menotti; Alexander Unnervik; Anjith George; Christophe Ecabert; Hatef Otroshi Shahreza; Parsa Rahimi; Sébastien Marcel; Ioannis Sarridis; Christos Koutlis; Georgia Baltsou; Symeon Papadopoulos; Christos Diou; Nicolò Di Domenico; Guido Borghi; Lorenzo Pellegrini; Enrique Mas-Candela; Ángela Sánchez-Pérez; Andrea Atzori; Fadi Boutros; Naser Damer; Gianni Fenu; Mirko Marras | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems | Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xia...oming; 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 | 2024-01-01 | INFORMATION FUSION | - | 1.01 Articolo in rivista | information-15-00110-v2.pdf |
| Generative negative replay for continual learning | Graffieti, Gabriele; Maltoni, Davide; Pellegrini, Lorenzo; Lomonaco, Vincenzo | 2023-01-01 | NEURAL NETWORKS | - | 1.01 Articolo in rivista | Generative_Negative_Replay__UniBo_IRIS_version.pdf |
| IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge | Bae H.; Brophy E.; Chan R.H.M.; Chen B.; Feng F.; Graffieti G.; Goel V.; Hao X.; Han H.; Kanagara...jah S.; Kumar S.; Lam S.-K.; Lam T.L.; Lan C.; Liu Q.; Lomonaco V.; Ma L.; Maltoni D.; Parisi G.I.; Pellegrini L.; Piyasena D.; Pu S.; She Q.; Sheet D.; Song S.; Son Y.; Wang Z.; Ward T.E.; Wu J.; Wu M.; Xie D.; Xu Y.; Yang L.; Yang Q.; Zhong Q.; Zhou L. | 2020-01-01 | IEEE ROBOTICS AND AUTOMATION MAGAZINE | - | 1.01 Articolo in rivista | - |
| Is Class-Incremental Enough for Continual Learning? | Cossu Andrea, Graffieti Gabriele, Pellegrini Lorenzo, Maltoni Davide, Bacciu Davide, Carta Antoni...o, Lomonaco Vincenzo | 2022-01-01 | FRONTIERS IN ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | frai-05-829842.pdf |
| Latent Replay for Real-Time Continual Learning | Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni | 2019-01-01 | - | - | 7.13 Rapporto tecnico | - |
| Latent replay for real-time continual learning | Pellegrini L.; Graffieti G.; Lomonaco V.; Maltoni D. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node | Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Memory-Latency-Accuracy.pdf |
| Rehearsal-Free Continual Learning over Small Non-IID Batches | Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | Lomonaco_Rehearsal-Free_Continual_Learning_Over_Small_Non-I.I.D._Batches_CVPRW_2020_paper.pdf |