متابعة
Davide Bacciu
Davide Bacciu
Professor @ Università di Pisa - Founder & Chief Scientist @ ContinualIST.com
بريد إلكتروني تم التحقق منه على di.unipi.it - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A fair comparison of graph neural networks for graph classification‏
F Errica, M Podda, D Bacciu, A Micheli‏
Proceedings of the 8th International Conference on Learning Representations …, 2019‏
5652019
A gentle introduction to deep learning for graphs‏
D Bacciu, F Errica, A Micheli, M Podda‏
Neural Networks 129, 203-221, 2020‏
3562020
Avalanche: an end-to-end library for continual learning‏
V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ...‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021‏
2262021
Internet of robotic things–converging sensing/actuating, hyperconnectivity, artificial intelligence and IoT platforms‏
O Vermesan, A Bröring, E Tragos, M Serrano, D Bacciu, S Chessa, ...‏
Cognitive hyperconnected digital transformation, 97-155, 2022‏
1492022
An experimental characterization of reservoir computing in ambient assisted living applications‏
D Bacciu, P Barsocchi, S Chessa, C Gallicchio, A Micheli‏
Neural Computing and Applications 24, 1451-1464, 2014‏
1432014
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation‏
A Cossu, A Carta, V Lomonaco, D Bacciu‏
Neural Networks 143, 607-627, 2021‏
1322021
Contextual graph markov model: A deep and generative approach to graph processing‏
D Bacciu, F Errica, A Micheli‏
International conference on machine learning, 294-303, 2018‏
1002018
Learning from humans how to grasp: a data-driven architecture for autonomous grasping with anthropomorphic soft hands‏
C Della Santina, V Arapi, G Averta, F Damiani, G Fiore, A Settimi, ...‏
IEEE Robotics and Automation Letters 4 (2), 1533-1540, 2019‏
982019
A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor‏
M Podda, D Bacciu, A Micheli, R Bellù, G Placidi, L Gagliardi‏
Scientific reports 8 (1), 13743, 2018‏
922018
A deep generative model for fragment-based molecule generation‏
M Podda, D Bacciu, A Micheli‏
International conference on artificial intelligence and statistics, 2240-2250, 2020‏
792020
Continual pre-training mitigates forgetting in language and vision‏
A Cossu, A Carta, L Passaro, V Lomonaco, T Tuytelaars, D Bacciu‏
Neural Networks 179, 106492, 2024‏
712024
Anti-Symmetric DGN: a stable architecture for Deep Graph Networks‏
A Gravina, D Bacciu, C Gallicchio‏
Proceedings of the Eleventh International Conference on Learning …, 2023‏
692023
Compositional Generative Mapping for Tree-Structured Data - Part I: Bottom-Up Probabilistic Modeling of Trees‏
D Bacciu, A Micheli, A Sperduti‏
IEEE Transactions on Neural Networks and Learning Systems 23 (12), 1987 - 2002, 2012‏
522012
Distilled replay: Overcoming forgetting through synthetic samples‏
A Rosasco, A Carta, A Cossu, V Lomonaco, D Bacciu‏
International Workshop on Continual Semi-Supervised Learning, 104-117, 2021‏
512021
Robotic ubiquitous cognitive ecology for smart homes‏
G Amato, D Bacciu, M Broxvall, S Chessa, S Coleman, M Di Rocco, ...‏
Journal of Intelligent & Robotic Systems 80, 57-81, 2015‏
512015
MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks‏
D Numeroso, D Bacciu‏
2021 International Joint Conference on Neural Networks (IJCNN 2021), 1-8, 2021‏
462021
Sample condensation in online continual learning‏
M Sangermano, A Carta, A Cossu, D Bacciu‏
2022 International Joint Conference on Neural Networks (IJCNN), 01-08, 2022‏
452022
Edge-based sequential graph generation with recurrent neural networks‏
D Bacciu, A Micheli, M Podda‏
Neurocomputing 416, 177-189, 2020‏
452020
A learning system for automatic Berg Balance Scale score estimation‏
D Bacciu, S Chessa, C Gallicchio, A Micheli, L Pedrelli, E Ferro, ...‏
Engineering Applications of Artificial Intelligence 66, 60-74, 2017‏
442017
An experience in using machine learning for short-term predictions in smart transportation systems‏
D Bacciu, A Carta, S Gnesi, L Semini‏
Journal of Logical and Algebraic Methods in Programming 87, 52-66, 2017‏
422017
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مقالات 1–20