Continual lifelong learning with neural networks: A review GI Parisi, R Kemker, JL Part, C Kanan, S Wermter Neural networks 113, 54-71, 2019 | 3133 | 2019 |
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 | 192 | 2021 |
Lifelong learning of spatiotemporal representations with dual-memory recurrent self-organization GI Parisi, J Tani, C Weber, S Wermter Frontiers in neurorobotics 12, 78, 2018 | 157 | 2018 |
Lifelong learning of human actions with deep neural network self-organization GI Parisi, J Tani, C Weber, S Wermter Neural Networks 96, 137-149, 2017 | 144 | 2017 |
Emotion-modulated attention improves expression recognition: A deep learning model P Barros, GI Parisi, C Weber, S Wermter Neurocomputing 253, 104-114, 2017 | 103 | 2017 |
Self-organizing neural integration of pose-motion features for human action recognition GI Parisi, C Weber, S Wermter Frontiers in neurorobotics 9, 3, 2015 | 103 | 2015 |
Human motion assessment in real time using recurrent self-organization GI Parisi, S Magg, S Wermter 2016 25th IEEE international symposium on robot and human interactive …, 2016 | 58 | 2016 |
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ... Artificial Intelligence 303, 103635, 2022 | 57 | 2022 |
Real-time gesture recognition using a humanoid robot with a deep neural architecture P Barros, GI Parisi, D Jirak, S Wermter 2014 IEEE-RAS International Conference on Humanoid Robots, 646-651, 2014 | 56 | 2014 |
Emergence of multimodal action representations from neural network self-organization GI Parisi, J Tani, C Weber, S Wermter Cognitive Systems Research 43, 208-221, 2017 | 52 | 2017 |
Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario F Cruz, GI Parisi, J Twiefel, S Wermter 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016 | 44 | 2016 |
A self-organizing neural network architecture for learning human-object interactions L Mici, GI Parisi, S Wermter Neurocomputing 307, 14-24, 2018 | 39 | 2018 |
A personalized affective memory model for improving emotion recognition P Barros, G Parisi, S Wermter International Conference on Machine Learning, 485-494, 2019 | 37* | 2019 |
Online continual learning on sequences GI Parisi, V Lomonaco Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020 | 35 | 2020 |
Emotion recognition from body expressions with a neural network architecture N Elfaramawy, P Barros, GI Parisi, S Wermter Proceedings of the 5th international conference on human agent interaction …, 2017 | 35 | 2017 |
A neurocognitive robot assistant for robust event detection GI Parisi, S Wermter Trends in Ambient Intelligent Systems: The Role of Computational …, 2016 | 34* | 2016 |
Multi-modal feedback for affordance-driven interactive reinforcement learning F Cruz, GI Parisi, S Wermter 2018 international joint conference on neural networks (IJCNN), 1-8, 2018 | 33 | 2018 |
Hierarchical SOM-based detection of novel behavior for 3D human tracking GI Parisi, S Wermter The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013 | 25 | 2013 |
An incremental self-organizing architecture for sensorimotor learning and prediction L Mici, GI Parisi, S Wermter IEEE Transactions on Cognitive and Developmental Systems 10 (4), 918-928, 2018 | 20 | 2018 |
Lifelong learning and personalization in long-term human-robot interaction (leap-hri) B Irfan, A Ramachandran, S Spaulding, S Kalkan, GI Parisi, H Gunes Companion of the 2021 ACM/IEEE international conference on human-robot …, 2021 | 19 | 2021 |