German Ignacio Parisi

62 papers A* 3A 2B 11C 1Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Continual Facial Expression Recognition: A Benchmark. CoRR Nikhil Churamani, Tolga Dimlioglu, German Ignacio Parisi, Hatice Gunes
2022	J	`jnl`	CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. Artif. Intell. 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
2022	A*	`conf`	Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI). HRI Bahar Irfan, Aditi Ramachandran, Samuel Spaulding, German Ignacio Parisi, Hatice Gunes
2021	—	`conf`	Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops 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
2021	J	`jnl`	Avalanche: an End-to-End Library for Continual Learning. CoRR 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
2021	—	`conf`	Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI). HRI (Companion) Bahar Irfan, Aditi Ramachandran, Samuel Spaulding, Sinan Kalkan, German Ignacio Parisi, Hatice Gunes
2020	J	`jnl`	CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions. CoRR 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
2020	J	`jnl`	Human Action Recognition and Assessment via Deep Neural Network Self-Organization. CoRR German Ignacio Parisi
2020	J	`jnl`	IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR 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
2020	J	`jnl`	IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. 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
2020	J	`jnl`	Online Continual Learning on Sequences. CoRR German Ignacio Parisi, Vincenzo Lomonaco
2019	—	`conf`	A Neurorobotic Experiment for Crossmodal Conflict Resolution. CVPR Workshops German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
2019	A*	`conf`	A Personalized Affective Memory Model for Improving Emotion Recognition. ICML Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter
2019	J	`jnl`	A Personalized Affective Memory Neural Model for Improving Emotion Recognition. CoRR Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter
2019	J	`jnl`	Compositional Learning of Human Activities With a Self-Organizing Neural Architecture. Frontiers Robotics AI Luiza Mici, German Ignacio Parisi, Stefan Wermter
2019	J	`jnl`	Continual lifelong learning with neural networks: A review. Neural Networks German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter
2019	J	`jnl`	Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification. Frontiers Robotics AI Pablo V. A. Barros, Manfred Eppe, German Ignacio Parisi, Xun Liu, Stefan Wermter
2019	—	`conf`	Online Continual Learning on Sequences. INNSBDDL (Tutorials) German Ignacio Parisi, Vincenzo Lomonaco
2019	J	`jnl`	Rethinking Continual Learning for Autonomous Agents and Robots. CoRR German Ignacio Parisi, Christopher Kanan
2018	A	`conf`	A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. IROS German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
2018	J	`jnl`	A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. CoRR German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
2018	J	`jnl`	A self-organizing neural network architecture for learning human-object interactions. Neurocomputing Luiza Mici, German Ignacio Parisi, Stefan Wermter
2018	J	`jnl`	An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction. IEEE Trans. Cogn. Dev. Syst. Luiza Mici, German Ignacio Parisi, Stefan Wermter
2018	J	`jnl`	Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution. CoRR Di Fu, Pablo V. A. Barros, German Ignacio Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter
2018	J	`jnl`	Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration. CoRR Jonathan Tong, German Ignacio Parisi, Stefan Wermter, Brigitte Röder
2018	J	`jnl`	Continual Lifelong Learning with Neural Networks: A Review. CoRR German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter
2018	B	`conf`	Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. IJCNN Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter
2018	J	`jnl`	Expectation Learning for Adaptive Crossmodal Stimuli Association. CoRR Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter
2018	J	`jnl`	Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization. Frontiers Neurorobotics German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
2018	J	`jnl`	Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization. CoRR German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
2018	B	`conf`	Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. IJCNN Francisco Cruz, German Ignacio Parisi, Stefan Wermter
2018	J	`jnl`	Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. CoRR Francisco Cruz, German Ignacio Parisi, Stefan Wermter
2018	J	`jnl`	On the role of neurogenesis in overcoming catastrophic forgetting. CoRR German Ignacio Parisi, Xu Ji, Stefan Wermter
2018	B	`conf`	Recognition and Prediction of Human-Object Interactions with a Self-Organizing Architecture. IJCNN Luiza Mici, German Ignacio Parisi, Stefan Wermter
2018	J	`jnl`	Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception. CoRR German Ignacio Parisi, Jonathan Tong, Pablo V. A. Barros, Brigitte Röder, Stefan Wermter
2017	—	`conf`	A Deep Neural Model for Emotion-Driven Multimodal Attention. AAAI Spring Symposia German Ignacio Parisi, Pablo V. A. Barros, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter
2017	—	`conf`	A computational model of crossmodal processing for conflict resolution. ICDL-EPIROB German Ignacio Parisi, Pablo V. A. Barros, Matthias Kerzel, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter
2017	J	`jnl`	A self-organizing neural network architecture for learning human-object interactions. CoRR Luiza Mici, German Ignacio Parisi, Stefan Wermter
2017	J	`jnl`	An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction. CoRR Luiza Mici, German Ignacio Parisi, Stefan Wermter
2017	A*	`conf`	Cyrillic manual alphabet recognition in RGB and RGB-D data for sign language interpreting robotic system (SLIRS). ICRA Nazgul Tazhigaliyeva, Nazerke Kalidolda, Alfarabi Imashev, Shynggys Islam, Kairat Aitpayev, German Ignacio Parisi, Anara Sandygulova
2017	J	`jnl`	Emergence of multimodal action representations from neural network self-organization. Cogn. Syst. Res. German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
2017	B	`conf`	Emotion Recognition from Body Expressions with a Neural Network Architecture. HAI Nourhan Elfaramawy, Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter
2017	J	`jnl`	Emotion-modulated attention improves expression recognition: A deep learning model. Neurocomputing Pablo V. A. Barros, German Ignacio Parisi, Cornelius Weber, Stefan Wermter
2017	—	`conf`	Lifelong Learning of Action Representations with Deep Neural Self-Organization. AAAI Spring Symposia German Ignacio Parisi, Stefan Wermter
2017	J	`jnl`	Lifelong learning of human actions with deep neural network self-organization. Neural Networks German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
2017	—	`—`	Multimodal Learning of Actions with Deep Neural Network Self-Organization. German Ignacio Parisi
2016	—	`conf`	Child-Centred Motion-Based Age and Gender Estimation with Neural Network Learning. AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments Anara Sandygulova, Yerdaulet Absattar, Damir Doszhan, German Ignacio Parisi
2016	B	`conf`	Human motion assessment in real time using recurrent self-organization. RO-MAN German Ignacio Parisi, Sven Magg, Stefan Wermter
2016	B	`conf`	Learning contextual affordances with an associative neural architecture. ESANN Francisco Cruz, German Ignacio Parisi, Stefan Wermter
2016	A	`conf`	Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario. IROS Francisco Cruz, German Ignacio Parisi, Johannes Twiefel, Stefan Wermter
2016	—	`conf`	Recognition of Transitive Actions with Hierarchical Neural Network Learning. ICANN (2) Luiza Mici, German Ignacio Parisi, Stefan Wermter
2016	—	`conf`	SLIRS: Sign Language Interpreting System for Human-Robot Interaction. AAAI Fall Symposia Nazgul Tazhigaliyeva, Yerniyaz Nurgabulov, German Ignacio Parisi, Anara Sandygulova
2015	—	`conf`	A Multi-modal Approach for Assistive Humanoid Robots. MuSRobS@IROS German Ignacio Parisi, Johannes Bauer, Erik Strahl, Stefan Wermter
2015	B	`conf`	Learning human motion feedback with neural self-organization. IJCNN German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter
2015	B	`conf`	Learning objects from RGB-D sensors using point cloud-based neural networks. ESANN Marcelo Borghetti Soares, Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter
2015	J	`jnl`	Self-organizing neural integration of pose-motion features for human action recognition. Frontiers Neurorobotics German Ignacio Parisi, Cornelius Weber, Stefan Wermter
2014	B	`conf`	FINGeR: Framework for interactive neural-based gesture recognition. ESANN German Ignacio Parisi, Pablo V. A. Barros, Stefan Wermter
2014	B	`conf`	HandSOM - neural clustering of hand motion for gesture recognition in real time. RO-MAN German Ignacio Parisi, Doreen Jirak, Stefan Wermter
2014	C	`conf`	Human Action Recognition with Hierarchical Growing Neural Gas Learning. ICANN German Ignacio Parisi, Cornelius Weber, Stefan Wermter
2014	—	`conf`	Real-time gesture recognition using a humanoid robot with a deep neural architecture. Humanoids Pablo V. A. Barros, German Ignacio Parisi, Doreen Jirak, Stefan Wermter
2014	—	`conf`	Robust fall detection with an assistive humanoid robot. Humanoids German Ignacio Parisi, Erik Strahl, Stefan Wermter
2013	B	`conf`	Hierarchical SOM-based detection of novel behavior for 3D human tracking. IJCNN German Ignacio Parisi, Stefan Wermter