Vincenzo Lomonaco

University of Bologna, University of Pisa

Papers

19

Total Citations

1,067

H-Index

12

About

No biography available yet.

Research Focus

Computer science19 · 1,067 citations
Artificial intelligence18 · 1,065 citations
Machine learning13 · 1,013 citations
Forgetting11 · 1,001 citations
Robot9 · 701 citations
Set (abstract data type)6 · 594 citations
Mobile robot5 · 567 citations
Robot learning5 · 567 citations
Robotics4 · 552 citations
Process (computing)4 · 546 citations
Instance-based learning3 · 534 citations
Active learning (machine learning)3 · 534 citations

Key Achievements

12
H-Index
19
Papers
1,067
Total Citations
56
Avg Citations/Paper
🏆 Most Cited Paper
Continual Learning for Robotics: Definition, Framework, Learning\n Strategies, Opportunities and Challenges
492 citations · 2019
📈 Most Prolific Year: 2019 (6 Papers)
🤝 Key Collaborators: 77
🏛 Institutions: University of Bologna, University of Pisa

Top Papers

  1. 1
    Continual Learning for Robotics: Definition, Framework, Learning\n Strategies, Opportunities and Challenges
    492 citations · 2019
  2. 2
    Latent replay for real-time continual learning
    138 citations · 2020
  3. 3
    Continual learning for recurrent neural networks: An empirical evaluation
    122 citations · 2021
  4. 4
    OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning
    58 citations · 2020
  5. 5
    Rehearsal-free continual learning over small Non-I.I.D. batches
    53 citations · 2020
  6. 6
    Online Continual Learning on Sequences
    35 citations · 2020
  7. 7
    CORe50: a New Dataset and Benchmark for Continuous Object Recognition
    35 citations · 2017
  8. 8
    Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges
    23 citations · 2019
  9. 9
    Fine-Grained Continual Learning
    21 citations · 2019
  10. 10
    Continual Learning for Robotics
    19 citations · 2019

Key Collaborators

DMDavide Maltoni9 shared papersZWZhengwei Wang6 shared papersXHXinyue Hao6 shared papersQYQihan Yang6 shared papersRHRosa H. M. Chan6 shared papersCLChuanlin Lan6 shared papersFFFan Feng6 shared papersQSQi She6 shared papersLPLorenzo Pellegrini5 shared papersYZYimin Zhang4 shared papersYGYao Guo4 shared papersNDNatalia Díaz-Rodríguez4 shared papersFQFei Qiao4 shared papersXSXuesong Shi4 shared papersTLTimothée Lesort3 shared papersASAndrei Stoian3 shared papersDBDavide Bacciu3 shared papersDFDavid Filliat3 shared papersGGGabriele Graffieti3 shared papersQLQi Liu3 shared papers
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