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German I. Parisi
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Year
Continual lifelong learning with neural networks: A review
GI Parisi, R Kemker, JL Part, C Kanan, S Wermter
Neural networks 113, 54-71, 2019
29952019
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
1802021
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
1552018
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
1452017
Self-organizing neural integration of pose-motion features for human action recognition
GI Parisi, C Weber, S Wermter
Frontiers in neurorobotics 9, 3, 2015
1022015
Emotion-modulated attention improves expression recognition: A deep learning model
P Barros, GI Parisi, C Weber, S Wermter
Neurocomputing 253, 104-114, 2017
1002017
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
552016
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
552014
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
542017
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
502022
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
402016
A self-organizing neural network architecture for learning human-object interactions
L Mici, GI Parisi, S Wermter
Neurocomputing 307, 14-24, 2018
382018
A personalized affective memory model for improving emotion recognition
P Barros, G Parisi, S Wermter
International Conference on Machine Learning, 485-494, 2019
36*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
342017
A neurocognitive robot assistant for robust event detection
GI Parisi, S Wermter
Trends in Ambient Intelligent Systems: The Role of Computational …, 2016
34*2016
Online continual learning on sequences
GI Parisi, V Lomonaco
Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020
322020
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
322018
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
252013
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
202018
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
192021
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