Vincenzo Lomonaco

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DAVIDE MALTONIUniversity of BolognaVerified email at csr.unibo.it
Davide BacciuProfessor @ Università di Pisa - Founder & Chief Scientist @ ContinualIST.comVerified email at di.unipi.it
Lorenzo PellegriniPost-Doc, Alma Mater Studiorum Università di BolognaVerified email at unibo.it
Andrea CossuAssistant Professor, University of PisaVerified email at unipi.it
Antonio CartaAssistant Professor @ Università di PisaVerified email at unipi.it
Gabriele GraffietiPhD Student, University of BolognaVerified email at unibo.it
Julio HurtadoPhd PUC Chile, Innovation Research Associate CAMaCSVerified email at uc.cl
David FilliatProfessor, ENSTA ParisVerified email at ensta-paris.fr
Claudio GallicchioAssociate Professor at the Department of Computer Science, University of PisaVerified email at unipi.it
Tinne TuytelaarsKU Leuven - PSI, BelgiumVerified email at esat.kuleuven.be
Hamed HematiHFT-StuttgartVerified email at hft-stuttgart.de
Qi She (佘琪)BytedanceVerified email at princeton.edu
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Timothee LesortMila - Quebec AI InstituteVerified email at ensta-paris.fr
Andrei StoianZamaVerified email at zama.ai
Rudy SemolaPhD Student, University of Pisa | Co-Founder @ ContinualIST.orgVerified email at studenti.unipi.it
Gido M. van de VenPostdoctoral Associate, KU LeuvenVerified email at kuleuven.be
Rosa H. M. ChanProfessor, Department of Electrical Engineering, City University of Hong KongVerified email at cityu.edu.hk
Xuesong ShiGalbotVerified email at galbot.com
Guo Yao (郭遥)Shanghai Jiao Tong University; (ICL-Postdoc, CityU-PhD; SYSU-BSc, MSc)Verified email at my.cityu.edu.hk

Vincenzo Lomonaco

Tenure-Track Researcher @ Unipi, Founder @ ContinualAI.org, Founder & CEO @ ContinualIST.com

Verified email at unipi.it - Homepage

Artificial Intelligence Deep Learning Continual Learning Lifelong Learning Incremental Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges T Lesort, V Lomonaco, A Stoian, D Maltoni, D Filliat, N Díaz-Rodríguez Information Fusion 58, 52-68, 2020	634	2020
CORe50: a new Dataset and Benchmark for Continuous Object Recognition V Lomonaco, D Maltoni Conference on Robot Learning (CoRL), pp. 17-26, 2017	620	2017
Continuous Learning in Single-Incremental-Task Scenarios D Maltoni, V Lomonaco Elsevier Neural Networks Journal, 2019	421	2019
Avalanche: an End-to-End Library for Continual Learning V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ... Continual Learning in Computer Vision Workshop at CVPR2021, 2021	227	2021
Latent Replay for Real-Time Continual Learning L Pellegrini, G Graffieti, V Lomonaco, D Maltoni International Conference on Intelligent Robots and Systems (IROS), 2020, 2019	217*	2019
Don't Forget, There is More than Forgetting: new Metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni Continual Learning Workshop at NeurIPS 2018, pp. 1-7, 2018	205	2018
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation A Cossu, A Carta, V Lomonaco, D Bacciu Elsevier Neural Networks Journal, 2021, 2021	132	2021
Custom Dual Transportation Mode Detection by Smartphone Devices Exploiting Sensor Diversity C Carpineti, V Lomonaco, L Bedogni, M Di Felice, L Bononi 2018 IEEE International Conference on Pervasive Computing and Communications …, 2018	96	2018
OpenLORIS-Object: A Dataset and Benchmark Towards Lifelong Object Recognition Q She, F Feng, X Hao, Q Yang, C Lan, V Lomonaco, X Shi, Z Wang, ... International Conference on Robotics and Automation (ICRA), 2020, 2019	90*	2019
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches V Lomonaco, D Maltoni, L Pellegrini Continual Learning Workshop at CVPR2020, 2019	85	2019
Continual Pre-training Mitigates Forgetting in Language and Vision A Cossu, T Tuytelaars, A Carta, L Passaro, V Lomonaco, D Bacciu Elsevier Neural Networks Journal, 2024, 2024	71	2024
Efficient Continual Learning in Neural Networks with Embedding Regularization J Pomponi, S Scardapane, V Lomonaco, A Uncini Neurocomputing, 2020, 2020	63	2020
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ... Elsevier Artificial Intelligence Journal, 2020	62	2020
Continual Reinforcement Learning in 3D Non-stationary Environments V Lomonaco, K Desai, E Culurciello, D Maltoni Continual Learning Workshop at CVPR2020, 2019	52	2019
Distilled Replay: Overcoming Forgetting through Synthetic Samples A Rosasco, A Carta, A Cossu, V Lomonaco, D Bacciu IJCAI Workshop on Continual Semi-Supervised Learning, 2021, 2021	51	2021
Continual Learning for Predictive Maintenance: Overview and Challenges J Hurtado, D Salvati, R Semola, M Bosio, V Lomonaco Intelligent Systems with Applications, 200251, 2023	45	2023
Continual learning: Applications and the Road Forward E Verwimp, S Ben-David, M Bethge, A Cossu, A Gepperth, TL Hayes, ... Transactions on Machine Learning Research (TMLR), 2023	43	2023
Online Continual Learning on Sequences GI Parisi, V Lomonaco Studies in Computational Intelligence, 2020	43	2020
Comparing Incremental Learning Strategies for Convolutional Neural Networks V Lomonaco, D Maltoni IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 175-184, 2016	42	2016
Intelligent Drone Swarm for Search and Rescue Operations at Sea V Lomonaco, A Trotta, M Ziosi, JDY Ávila, N Díaz-Rodríguez AI for Social Good Workshop at NeurIPS 2018, pp. 1-4, 2018	37	2018

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