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V

Vincenzo Lomonaco

Department of AI

24H指数
147论文数
2.4K被引数
收录论文 20
发表时间
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On-board efficiency: comparing compressed deep learning and classical models for Earth observation车载效率：比较压缩深度学习与经典模型在地球观测中的应用
errPattern Analysis and Applications
IF2
err2026-09-04
err0
errOAAI
errGiuseppe Di Palma; Alessio Pardini; Lanpei Li; Geremia Pompei; Massimo Coppola; Valerio De Caro; Vincenzo Lomonaco
err分享
err收藏
Direct Feedback Alignment for Recurrent Neural Networks循环神经网络的直接反馈对齐
errHIGH PERFORMANCE COMPUTING WORKSHOPS, ISC HIGH PERFORMANCE 2025 INTERNATIONAL WORKSHOPS
IF0
err2026-01-01
err0
PREAI
errFolchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio
err分享
err收藏
Misinformation mitigation in online social networks using continual learning with graph neural networks
errOnline Social Networks and Media
IF2.9
err2025-11-01
err0
PREAI
errMerini, Hichem; Hosni, Adil Imad Eddine; Bey, Kadda Beghdad; Lomonaco, Vincenzo; Podda, Marco; Baira, Islem
err分享
err收藏
Continually learn to map visual concepts to language models in resource-constrained environments不断学习在资源受限的环境中将视觉概念映射到语言模型
errNeurocomputing
IF6.5
err2025-07-19
err0
errOAAI
errClea Rebillard; Julio Hurtado; Andrii Krutsylo; Lucia Passaro; Vincenzo Lomonaco
err分享
err收藏
Continual learning in the presence of repetition
errNEURAL NETWORKS
IF6.3
err2025-03-01
err0
errOAAI
errHemati, 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.
err分享
err收藏
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2024-11-01
err0
PREAI
errGiannini, Federico; Ziffer, Giacomo; Cossu, Andrea; Lomonaco, Vincenzo
err分享
err收藏
Continual pre-training mitigates forgetting in language and vision
errNEURAL NETWORKS
IF6.3
err2024-11-01
err1
errOAAI
errCossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide
err分享
err收藏
Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCarta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost
err分享
err收藏
Design principles for lifelong learning AI accelerators
errNATURE ELECTRONICS
IF40.9
err2023-11-16
err6
PREAI
errKudithipudi, Dhireesha; Daram, Anurag; Zyarah, Abdullah M.; Zohora, Fatima Tuz; Aimone, James B.; Yanguas-Gil, Angel; Soures, Nicholas; Neftci, Emre; Mattina, Matthew; Lomonaco, Vincenzo; Thiem, Clare D.; Epstein, Benjamin
err分享
err收藏
Generative negative replay for continual learning
errNEURAL NETWORKS
IF6.3
err2023-05-01
err8
errOAAI
errGraffieti, Gabriele; Maltoni, Davide; Pellegrini, Lorenzo; Lomonaco, Vincenzo
err分享
err收藏
A weakly supervised approach for recycling code recognition
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-04-01
err1
PREAI
errPellegrini, Lorenzo; Maltoni, Davide; Graffieti, Gabriele; Lomonaco, Vincenzo; Mazzini, Lisa; Mondardini, Marco; Zappoli, Milena
err分享
err收藏
Towards lifelong object recognition: A dataset and benchmark
errPATTERN RECOGNITION
IF7.6
err2022-10-01
err4
PREAI
errLan, Chuanlin; Feng, Fan; Liu, Qi; She, Qi; Yang, Qihan; Hao, Xinyue; Mashkin, Ivan; Kei, Ka Shun; Qiang, Dong; Lomonaco, Vincenzo; Shi, Xuesong; Wang, Zhengwei; Guo, Yao; Zhang, Yimin; Qiao, Fei; Chan, Rosa H. M.
err分享
err收藏
Is Class-Incremental Enough for Continual Learning?班级增量足以持续学习吗？
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-03-24
err10
errOAAI
errCossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo
err分享
err收藏
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directionsCVPR 2020计算机视觉竞赛中的持续学习: 方法，结果，当前挑战和未来方向
errartificial intelligence review
IF4.6
err2022-02-01
err27
errOAAI
errLomonaco, Vincenzo; Pellegrini, Lorenzo; Rodriguez, Pau; Caccia, Massimo; She, Qi; Chen, Yu; Jodelet, Quentin; Wang, Ruiping; Mai, Zheda; Vazquez, David; Parisi, German, I; Churamani, Nikhil; Pickett, Marc; Laradji, Issam; Maltoni, Davide
err分享
err收藏
Continual learning for recurrent neural networks: An empirical evaluation递归神经网络的持续学习: 经验评估
errNEURAL NETWORKS
IF6.3
err2021-11-01
err84
errOAAI
errCossu, Andrea; Carta, Antonio; Lomonaco, Vincenzo; Bacciu, Davide
err分享
err收藏
Efficient continual learning in neural networks with embedding regularization
errNEUROCOMPUTING
IF6.5
err2020-07-01
err30
errOAAI
errPomponi, Jary; Scardapane, Simone; Lomonaco, Vincenzo; Uncini, Aurelio
err分享
err收藏
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges机器人持续学习: 定义、框架、学习策略、机遇与挑战
errINFORMATION FUSION
IF15.5
err2020-06-01
err260
errOAAI
errLesort, Timothee; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Diaz-Rodriguez, Natalia
err分享
err收藏
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge
errIEEE ROBOTICS & AUTOMATION MAGAZINE
IF7.1
err2020-06-01
err7
errOAAI
errBae, Heechul; Brophy, Eoin; Chan, Rosa H. M.; Chen, Baoquan; Feng, Fan; Graffieti, Gabriele; Goel, Vidit; Hao, Xinyue; Han, Hyonyoung; Kanagarajah, Sathursan; Kumar, Somesh; Lam, Siew-Kei; Lam, Tin Lun; Lan, Chuanlin; Liu, Qi; Lomonaco, Vincenzo; Ma, Liang; Maltoni, Davide; Parisi, German I.; Pellegrini, Lorenzo; Piyasena, Duvindu; Pu, Shiliang; She, Qi; Sheet, Debdoot; Song, Soonyong; Son, Youngsung; Wang, Zhengwei; Ward, Tomas E.; Wu, Jianwen; Wu, Meiqing; Xie, Di; Xu, Yangsheng; Yang, Lin; Yang, Qihan; Zhong, Qiaoyong; Zhou, Liguang
err分享
err收藏
Continuous learning in single-incremental-task scenarios
errNEURAL NETWORKS
IF6.3
err2019-08-01
err173
errOAAI
errMaltoni, Davide; Lomonaco, Vincenzo
err分享
err收藏
UCbase 2.0: ultraconserved sequences database (2014 update)
errDATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION
IF3.6
err2014-06-19
err16
errOAAI
errLomonaco, Vincenzo; Martoglia, Riccardo; Mandreoli, Federica; Anderlucci, Laura; Emmett, Warren; Bicciato, Silvio; Taccioli, Cristian
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
T
Tinne Tuytelaars
H 指数: 69 · 论文数: 527
S
Silvio Bicciato
H 指数: 69 · 论文数: 403
刘祺 封面图
刘祺 (Qi Liu)
H 指数: 67 · 论文数: 1.5K
陈
陈宝权 (Baoquan Chen)
H 指数: 66 · 论文数: 389
J
Joost van de Weijer
H 指数: 59 · 论文数: 320
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