LOMONACO, VINCENZO

LOMONACO, VINCENZO  

DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA  

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Risultati 1 - 20 di 32 (tempo di esecuzione: 0.028 secondi).
Titolo Autore(i) Anno Periodico Editore Tipo File
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
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
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
The future of ethics in AI: challenges and opportunities Trotta, Angelo; Ziosi, Marta; Lomonaco, Vincenzo 2023-01-01 AI & SOCIETY - 1.01 Articolo in rivista Guest Editorial Special Issue - The future of ethics in AI challenges and opportunities-1.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
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges Lesort, Timothée; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Díaz-Rodrí...guez, Natalia 2020-01-01 INFORMATION FUSION - 1.01 Articolo in rivista inffus2020-58.pdf
Continual Reinforcement Learning in 3D Non-stationary Environments Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni 2020-01-01 - - 4.01 Contributo in Atti di convegno Lomonaco_Continual_Reinforcement_Learning_in_3D_Non-Stationary_Environments_CVPRW_2020_paper (3).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 -
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
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 -
Continual Learning for Robotics: Definition, Framework, Learning, Strategies, Opportunities and Challenges Timothée Lesort; Vincenzo Lomonaco; Andrei Stoian; Davide Maltoni; David Filliat; Natalia Díaz-Ro...dríguez 2019-01-01 - - 7.13 Rapporto tecnico -
Continual Learning with Deep Architectures Vincenzo Lomonaco 2019-01-01 - - 7.13 Rapporto tecnico -
Continuous learning in single-incremental-task scenarios Maltoni, Davide; Lomonaco, Vincenzo 2019-01-01 NEURAL NETWORKS - 1.01 Articolo in rivista NN116-2019.pdf
Efficient Continual Learning in Neural Networks with Embedding Regularization Jary Pomponi; Simone Scardapane; Vincenzo Lomonaco; Aurelio Uncini 2019-01-01 - - 7.13 Rapporto tecnico -
Fine-Grained Continual Learning Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini 2019-01-01 - - 7.13 Rapporto tecnico -
Latent Replay for Real-Time Continual Learning Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni 2019-01-01 - - 7.13 Rapporto tecnico -
OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition Qi She; Fan Feng; Xinyue Hao; Qihan Yang; Chuanlin Lan; Vincenzo Lomonaco; Xuesong Shi; Zhengwei ...Wang; Yao Guo; Yimin Zhang; Fei Qiao; Rosa H. M. Chan 2019-01-01 - - 7.13 Rapporto tecnico -