Lifelong learning of human actions with deep neural network self-organization
Parisi, German I., Tani, Jun, Weber, Cornelius, Wermter, Stefan
Published in Neural networks (01.12.2017)
Published in Neural networks (01.12.2017)
Get full text
Journal Article
Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization
Parisi, German I, Tani, Jun, Weber, Cornelius, Wermter, Stefan
Published in Frontiers in neurorobotics (28.11.2018)
Published in Frontiers in neurorobotics (28.11.2018)
Get full text
Journal Article
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Rodriguez, Pau, Caccia, Massimo, She, Qi, Chen, Yu, Jodelet, Quentin, Wang, Ruiping, Mai, Zheda, Vazquez, David, Parisi, German I., Churamani, Nikhil, Pickett, Marc, Laradji, Issam, Maltoni, Davide
Published in Artificial intelligence (01.02.2022)
Published in Artificial intelligence (01.02.2022)
Get full text
Journal Article
Self-organizing neural integration of pose-motion features for human action recognition
Parisi, German I, Weber, Cornelius, Wermter, Stefan
Published in Frontiers in neurorobotics (09.06.2015)
Published in Frontiers in neurorobotics (09.06.2015)
Get full text
Journal Article
Continual lifelong learning with neural networks: A review
Parisi, German I., Kemker, Ronald, Part, Jose L., Kanan, Christopher, Wermter, Stefan
Published in Neural networks (01.05.2019)
Published in Neural networks (01.05.2019)
Get full text
Journal Article
Compositional Learning of Human Activities With a Self-Organizing Neural Architecture
Mici, Luiza, Parisi, German I, Wermter, Stefan
Published in Frontiers in robotics and AI (27.08.2019)
Published in Frontiers in robotics and AI (27.08.2019)
Get full text
Journal Article
Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification
Barros, Pablo, Eppe, Manfred, Parisi, German I, Liu, Xun, Wermter, Stefan
Published in Frontiers in robotics and AI (11.12.2019)
Published in Frontiers in robotics and AI (11.12.2019)
Get full text
Journal Article
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]
Bae, Heechul, Brophy, Eoin, Chan, Rosa H.M., Chen, Baoquan, Feng, Fan, Graffieti, Gabriele, Goel, Vidit, Hao, Xinyue, Han, Hyonyoung, Kanagarajah, Sathursan, Kumar, Somesh, Lam, Siew-Kei, Lam, Tin Lun, Lan, Chuanlin, Liu, Qi, Lomonaco, Vincenzo, Ma, Liang, Maltoni, Davide, Parisi, German I., Pellegrini, Lorenzo, Piyasena, Duvindu, Pu, Shiliang, She, Qi, Sheet, Debdoot, Song, Soonyong, Son, Youngsung, Wang, Zhengwei, Ward, Tomas E., Wu, Jianwen, Wu, Meiqing, Xie, Di, Xu, Yangsheng, Yang, Lin, Yang, Qihan, Zhong, Qiaoyong, Zhou, Liguang
Published in IEEE robotics & automation magazine (01.06.2020)
Published in IEEE robotics & automation magazine (01.06.2020)
Get full text
Journal Article
Avalanche: an End-to-End Library for Continual Learning
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea, Carta, Antonio, Graffieti, Gabriele, Hayes, Tyler L., De Lange, Matthias, Masana, Marc, Pomponi, Jary, van de Ven, Gido M., Mundt, Martin, She, Qi, Cooper, Keiland, Forest, Jeremy, Belouadah, Eden, Calderara, Simone, Parisi, German I., Cuzzolin, Fabio, Tolias, Andreas S., Scardapane, Simone, Antiga, Luca, Ahmad, Subutai, Popescu, Adrian, Kanan, Christopher, van de Weijer, Joost, Tuytelaars, Tinne, Bacciu, Davide, Maltoni, Davide
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Get full text
Conference Proceeding
Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI)
Irfan, Bahar, Ramachandran, Aditi, Spaulding, Samuel, Parisi, German I., Gunes, Hatice
Published in 2022 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI) (07.03.2022)
Published in 2022 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI) (07.03.2022)
Get full text
Conference Proceeding
A self-organizing neural network architecture for learning human-object interactions
Mici, Luiza, Parisi, German I., Wermter, Stefan
Published in Neurocomputing (Amsterdam) (13.09.2018)
Published in Neurocomputing (Amsterdam) (13.09.2018)
Get full text
Journal Article
Emotion-modulated attention improves expression recognition: A deep learning model
Barros, Pablo, Parisi, German I., Weber, Cornelius, Wermter, Stefan
Published in Neurocomputing (Amsterdam) (30.08.2017)
Published in Neurocomputing (Amsterdam) (30.08.2017)
Get full text
Journal Article
Emergence of multimodal action representations from neural network self-organization
Parisi, German I., Tani, Jun, Weber, Cornelius, Wermter, Stefan
Published in Cognitive systems research (01.06.2017)
Published in Cognitive systems research (01.06.2017)
Get full text
Journal Article
Learning human motion feedback with neural self-organization
Parisi, German I., von Stosch, Florian, Magg, Sven, Wermter, Stefan
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
Get full text
Conference Proceeding
Journal Article
Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario
Cruz, Francisco, Parisi, German I., Twiefel, Johannes, Wermter, Stefan
Published in 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2016)
Published in 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2016)
Get full text
Conference Proceeding
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments
Parisi, German I., Barros, Pablo, Fu, Di, Magg, Sven, Wu, Haiyan, Liu, Xun, Wermter, Stefan
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2018)
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2018)
Get full text
Conference Proceeding