Davide Maltoni
Papers
11
Total Citations
799
H-Index
8
About
No biography available yet.
Research Focus
Computer science10 · 797 citations
Artificial intelligence10 · 797 citations
Forgetting7 · 781 citations
Machine learning7 · 781 citations
Robot8 · 624 citations
Robot learning5 · 567 citations
Mobile robot5 · 567 citations
Process (computing)4 · 546 citations
Robotics4 · 536 citations
Active learning (machine learning)3 · 534 citations
Instance-based learning3 · 534 citations
Set (abstract data type)3 · 523 citations
Key Achievements
8
H-Index
11
Papers
799
Total Citations
73
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 (4 Papers)
🤝 Key Collaborators: 44
🏛 Institutions: University of Bologna
Top Papers
- 1
- 2Latent replay for real-time continual learning138 citations · 2020
- 3Rehearsal-free continual learning over small Non-I.I.D. batches53 citations · 2020
- 4CORe50: a New Dataset and Benchmark for Continuous Object Recognition35 citations · 2017
- 5
- 6Fine-Grained Continual Learning21 citations · 2019
- 7Continual Learning for Robotics19 citations · 2019
- 8
- 9
- 10Region Prediction for Efficient Robot Localization on Large Maps2 citations · 2024
Key Collaborators
VLVincenzo Lomonaco9 shared papersLPLorenzo Pellegrini5 shared papersDFDavid Filliat3 shared papersNDNatalia Díaz-Rodríguez3 shared papersASAndrei Stoian3 shared papersGGGabriele Graffieti3 shared papersTLTimothée Lesort3 shared papersSSSoonyong Song2 shared papersSKSathursan Kanagarajah2 shared papersZWZhengwei Wang2 shared papersLMLiang Ma2 shared papersRHRosa H. M. Chan2 shared papersEBEoin Brophy2 shared papersFFFan Feng2 shared papersCLChuanlin Lan2 shared papersDPDuvindu Piyasena2 shared papersTLTin Lun Lam2 shared papersYSYoung-Sung Son2 shared papersJWJianwen Wu2 shared papersSKSomesh Kumar2 shared papers
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