| Continual lifelong learning with neural networks: A review GI Parisi, R Kemker, JL Part, C Kanan, S Wermter Neural networks 113, 54-71, 2019 | 3236 | 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 | 198 | 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 | 159 | 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 | 145 | 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 | 104 | 2015 |
| 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 |
| 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 | 60 | 2022 |
| 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 |
| 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 | 45 | 2016 |
| A self-organizing neural network architecture for learning human-object interactions L Mici, GI Parisi, S Wermter Neurocomputing 307, 14-24, 2018 | 40 | 2018 |
| A personalized affective memory model for improving emotion recognition P Barros, G Parisi, S Wermter International Conference on Machine Learning, 485-494, 2019 | 38* | 2019 |
| 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 | 37 | 2017 |
| Online continual learning on sequences GI Parisi, V Lomonaco Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020 | 36 | 2020 |
| 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 | 35 | 2018 |
| A neurocognitive robot assistant for robust event detection GI Parisi, S Wermter Trends in Ambient Intelligent Systems: The Role of Computational …, 2016 | 34* | 2016 |
| 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 |
Prof Dr Stefan WermterUniversity of HamburgVerified email at uni-hamburg.de
