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2020 – today
- 2023
[i19]Nikhil Churamani, Tolga Dimlioglu, German Ignacio Parisi, Hatice Gunes:
Continual Facial Expression Recognition: A Benchmark. CoRR abs/2305.06448 (2023)- 2022
- [j12]Vincenzo Lomonaco
, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni:
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. Artif. Intell. 303: 103635 (2022) - [c30]Bahar Irfan, Aditi Ramachandran, Samuel Spaulding, German Ignacio Parisi, Hatice Gunes:
Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI). HRI 2022: 1261-1264 - 2021
- [c29]Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni:
Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops 2021: 3600-3610 - [c28]Bahar Irfan, Aditi Ramachandran, Samuel Spaulding, Sinan Kalkan, German Ignacio Parisi, Hatice Gunes:
Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI). HRI (Companion) 2021: 724-727 - [i18]Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni:
Avalanche: an End-to-End Library for Continual Learning. CoRR abs/2104.00405 (2021) - 2020
- [j11]Heechul Bae, Eoin Brophy, Rosa H. M. Chan, Baoquan Chen, Fan Feng, Gabriele Graffieti, Vidit Goel, Xinyue Hao, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Chuanlin Lan, Qi Liu, Vincenzo Lomonaco, Liang Ma, Davide Maltoni, German Ignacio Parisi, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Qi She, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qihan Yang, Qiaoyong Zhong, Liguang Zhou:
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. 27(2): 11-16 (2020) - [i17]German Ignacio Parisi:
Human Action Recognition and Assessment via Deep Neural Network Self-Organization. CoRR abs/2001.05837 (2020) - [i16]German Ignacio Parisi, Vincenzo Lomonaco:
Online Continual Learning on Sequences. CoRR abs/2003.09114 (2020) - [i15]Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German Ignacio Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou:
IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR abs/2004.14774 (2020) - [i14]Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni:
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions. CoRR abs/2009.09929 (2020)
2010 – 2019
- 2019
- [j10]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
Compositional Learning of Human Activities With a Self-Organizing Neural Architecture. Frontiers Robotics AI 6: 72 (2019) - [j9]Pablo V. A. Barros, Manfred Eppe, German Ignacio Parisi, Xun Liu, Stefan Wermter:
Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification. Frontiers Robotics AI 6: 137 (2019) - [j8]German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter:
Continual lifelong learning with neural networks: A review. Neural Networks 113: 54-71 (2019) - [c27]German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter:
A Neurorobotic Experiment for Crossmodal Conflict Resolution. CVPR Workshops 2019: 33-36 - [c26]Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter:
A Personalized Affective Memory Model for Improving Emotion Recognition. ICML 2019: 485-494 - [c25]German Ignacio Parisi, Vincenzo Lomonaco:
Online Continual Learning on Sequences. INNSBDDL (Tutorials) 2019: 197-221 - [i13]Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter:
A Personalized Affective Memory Neural Model for Improving Emotion Recognition. CoRR abs/1904.12632 (2019) - [i12]German Ignacio Parisi, Christopher Kanan:
Rethinking Continual Learning for Autonomous Agents and Robots. CoRR abs/1907.01929 (2019) - 2018
- [j7]German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter:
Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization. Frontiers Neurorobotics 12: 78 (2018) - [j6]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
A self-organizing neural network architecture for learning human-object interactions. Neurocomputing 307: 14-24 (2018) - [j5]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction. IEEE Trans. Cogn. Dev. Syst. 10(4): 918-928 (2018) - [c24]Francisco Cruz, German Ignacio Parisi, Stefan Wermter:
Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. IJCNN 2018: 1-8 - [c23]Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter:
Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. IJCNN 2018: 1-8 - [c22]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
Recognition and Prediction of Human-Object Interactions with a Self-Organizing Architecture. IJCNN 2018: 1-8 - [c21]German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter:
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. IROS 2018: 2330-2335 - [i11]Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter:
Expectation Learning for Adaptive Crossmodal Stimuli Association. CoRR abs/1801.07654 (2018) - [i10]Jonathan Tong, German Ignacio Parisi, Stefan Wermter, Brigitte Röder:
Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration. CoRR abs/1802.06591 (2018) - [i9]German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter:
Continual Lifelong Learning with Neural Networks: A Review. CoRR abs/1802.07569 (2018) - [i8]German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter:
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. CoRR abs/1802.10408 (2018) - [i7]German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter:
Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization. CoRR abs/1805.10966 (2018) - [i6]German Ignacio Parisi, Jonathan Tong, Pablo V. A. Barros, Brigitte Röder, Stefan Wermter:
Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception. CoRR abs/1807.05222 (2018) - [i5]Francisco Cruz, German Ignacio Parisi, Stefan Wermter:
Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. CoRR abs/1807.09991 (2018) - [i4]Di Fu, Pablo V. A. Barros, German Ignacio Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter:
Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution. CoRR abs/1810.06748 (2018) - [i3]German Ignacio Parisi, Xu Ji, Stefan Wermter:
On the role of neurogenesis in overcoming catastrophic forgetting. CoRR abs/1811.02113 (2018) - 2017
- [b1]German Ignacio Parisi:
Multimodal Learning of Actions with Deep Neural Network Self-Organization. University of Hamburg, Germany, 2017 - [j4]German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter:
Emergence of multimodal action representations from neural network self-organization. Cogn. Syst. Res. 43: 208-221 (2017) - [j3]Pablo V. A. Barros, German Ignacio Parisi, Cornelius Weber, Stefan Wermter:
Emotion-modulated attention improves expression recognition: A deep learning model. Neurocomputing 253: 104-114 (2017) - [j2]German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter:
Lifelong learning of human actions with deep neural network self-organization. Neural Networks 96: 137-149 (2017) - [c20]German Ignacio Parisi, Pablo V. A. Barros, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter:
A Deep Neural Model for Emotion-Driven Multimodal Attention. AAAI Spring Symposia 2017 - [c19]German Ignacio Parisi, Stefan Wermter:
Lifelong Learning of Action Representations with Deep Neural Self-Organization. AAAI Spring Symposia 2017 - [c18]Nourhan Elfaramawy, Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter:
Emotion Recognition from Body Expressions with a Neural Network Architecture. HAI 2017: 143-149 - [c17]German Ignacio Parisi, Pablo V. A. Barros, Matthias Kerzel, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter:
A computational model of crossmodal processing for conflict resolution. ICDL-EPIROB 2017: 33-38 - [c16]Nazgul Tazhigaliyeva, Nazerke Kalidolda, Alfarabi Imashev, Shynggys Islam, Kairat Aitpayev, German Ignacio Parisi, Anara Sandygulova:
Cyrillic manual alphabet recognition in RGB and RGB-D data for sign language interpreting robotic system (SLIRS). ICRA 2017: 4531-4536 - [i2]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
A self-organizing neural network architecture for learning human-object interactions. CoRR abs/1710.01916 (2017) - [i1]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction. CoRR abs/1712.08521 (2017) - 2016
- [c15]Anara Sandygulova, Yerdaulet Absattar, Damir Doszhan, German Ignacio Parisi:
Child-Centred Motion-Based Age and Gender Estimation with Neural Network Learning. AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments 2016 - [c14]Nazgul Tazhigaliyeva, Yerniyaz Nurgabulov, German Ignacio Parisi, Anara Sandygulova:
SLIRS: Sign Language Interpreting System for Human-Robot Interaction. AAAI Fall Symposia 2016 - [c13]Francisco Cruz, German Ignacio Parisi, Stefan Wermter:
Learning contextual affordances with an associative neural architecture. ESANN 2016 - [c12]Luiza Mici, German Ignacio Parisi, Stefan Wermter:
Recognition of Transitive Actions with Hierarchical Neural Network Learning. ICANN (2) 2016: 472-479 - [c11]Francisco Cruz, German Ignacio Parisi, Johannes Twiefel, Stefan Wermter:
Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario. IROS 2016: 759-766 - [c10]German Ignacio Parisi, Sven Magg, Stefan Wermter:
Human motion assessment in real time using recurrent self-organization. RO-MAN 2016: 71-76 - 2015
- [j1]German Ignacio Parisi, Cornelius Weber, Stefan Wermter:
Self-organizing neural integration of pose-motion features for human action recognition. Frontiers Neurorobotics 9: 3 (2015) - [c9]Marcelo Borghetti Soares, Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter:
Learning objects from RGB-D sensors using point cloud-based neural networks. ESANN 2015 - [c8]German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter:
Learning human motion feedback with neural self-organization. IJCNN 2015: 1-6 - [c7]German Ignacio Parisi, Johannes Bauer, Erik Strahl, Stefan Wermter:
A Multi-modal Approach for Assistive Humanoid Robots. MuSRobS@IROS 2015: 10-15 - 2014
- [c6]German Ignacio Parisi, Pablo V. A. Barros, Stefan Wermter:
FINGeR: Framework for interactive neural-based gesture recognition. ESANN 2014 - [c5]Pablo V. A. Barros, German Ignacio Parisi, Doreen Jirak, Stefan Wermter:
Real-time gesture recognition using a humanoid robot with a deep neural architecture. Humanoids 2014: 646-651 - [c4]German Ignacio Parisi, Erik Strahl, Stefan Wermter:
Robust fall detection with an assistive humanoid robot. Humanoids 2014: 1013 - [c3]German Ignacio Parisi, Cornelius Weber, Stefan Wermter:
Human Action Recognition with Hierarchical Growing Neural Gas Learning. ICANN 2014: 89-96 - [c2]German Ignacio Parisi, Doreen Jirak, Stefan Wermter:
HandSOM - neural clustering of hand motion for gesture recognition in real time. RO-MAN 2014: 981-986 - 2013
- [c1]German Ignacio Parisi, Stefan Wermter:
Hierarchical SOM-based detection of novel behavior for 3D human tracking. IJCNN 2013: 1-8
Coauthor Index
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