Vincenzo Lomonaco
机构: Assistant Professor @ Unipi, President @ ContinualAI.org, Co-Founder @ ContinualIST.com
每年引用次数
引用次数
引用: 2,895
H-指数: 23
I10-指数 : 33
出版物: 69
UCbase 2.0: ultraconserved sequences database (2014 update).
V. Lomonaco , R. Martoglia , F. Mandreoli , L. Anderlucci
Database 2014 ( 2014) 1 -8
14
2014
Continual Policy Distillation of Reinforcement Learning-based Controllers for Soft Robotic In-Hand Manipulation
Lanpei Li , Enrico Donatot , Vincenzo Lornonaco , Egidio Falotico
2024 IEEE 7th International Conference on Soft Robotics (RoboSoft) 1026 -1033
2024
Deep Learning for Computer Vision: A comparison between Convolutional Neural Networks and Hierarchical Temporal Memories on object recognition tasks
Vincenzo Lomonaco ,
hgpu.org
2015
Continuous Learning in Single-Incremental-Task Scenarios
Davide Maltoni , Vincenzo Lomonaco
arXiv: Learning
260
2018
Continual Learning with Deep Architectures
Vincenzo Lomonaco
Alma Mater Studiorum - Università di Bologna
17
2019
CORe50: a New Dataset and Benchmark for Continuous Object Recognition
Davide Maltoni , Vincenzo Lomonaco
Annual Conference on Robot Learning (CoRL) ( 78) 17 -26
119
2017
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions
Vincenzo Lomonaco , Lorenzo Pellegrini , Pau Rodriguez , Massimo Caccia
arXiv: Computer Vision and Pattern Recognition
28
2020
Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale
Davide Maltoni , Vincenzo Lomonaco , Lorenzo Pellegrini
Ital-IA: Convegno Nazionale CINI sull'Intelligenza Artificiale 1 -3
2019
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation.
Davide Bacciu , Antonio Carta , Vincenzo Lomonaco , Andrea Cossu
arXiv: Learning
44
2021
Avalanche: an End-to-End Library for Continual Learning.
Vincenzo Lomonaco , Lorenzo Pellegrini , Andrea Cossu , Antonio Carta
arXiv: Learning
86
2021
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node
Leonardo Ravaglia , Manuele Rusci , Alessandro Capotondi , Francesco Conti
2020 IEEE Workshop on Signal Processing Systems (SiPS) 1 -6
2020
Efficient continual learning in neural networks with embedding regularization
Jary Pomponi , Simone Scardapane , Vincenzo Lomonaco , Aurelio Uncini
Neurocomputing 397 139 -148
34
2020
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges
Timothée Lesort , Vincenzo Lomonaco , Andrei Stoian , Davide Maltoni
Information Fusion 58 52 -68
242
2020
Online Continual Learning on Sequences
German I. Parisi , Vincenzo Lomonaco
arXiv: Learning 197 -221
6
2020
Custom Dual Transportation Mode Detection By Smartphone Devices Exploiting Sensor Diversity
Claudia Carpineti , Vincenzo Lomonaco , Luca Bedogni , Marco Di Felice
pervasive computing and communications 367 -372
11
2018
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]
Heechul Bae , Eoin Brophy , Rosa H.M. Chan , Baoquan Chen
IEEE Robotics & Automation Magazine 27 ( 2) 11 -16
4
2020
Continual Reinforcement Learning in 3D Non-Stationary Environments
Vincenzo Lomonaco , Karan Desai , Eugenio Culurciello , Davide Maltoni
computer vision and pattern recognition 248 -249
38
2020
Semi-supervised tuning from temporal coherence
Davide Maltoni , Vincenzo Lomonaco
international conference on pattern recognition 2509 -2514
10
2016
Comparing Incremental Learning Strategies for Convolutional Neural Networks
Vincenzo Lomonaco , Davide Maltoni
artificial neural networks in pattern recognition 9896 175 -184
16
2016
Continual pre-training mitigates forgetting in language and vision
Andrea Cossu , Tinne Tuytelaars , Antonio Carta , Lucia Passaro
arXiv preprint arXiv:2205.09357
6
2022