German Ignacio Parisi

According to our database, German Ignacio Parisi authored at least 54 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Continual Facial Expression Recognition: A Benchmark.

Nikhil Churamani, Tolga Dimlioglu, German Ignacio Parisi, Hatice Gunes

CoRR, 2023

2022

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions.

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

Artif. Intell., 2022

Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI).

Bahar Irfan, Aditi Ramachandran, Samuel Spaulding, German Ignacio Parisi, Hatice Gunes

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

2021

Avalanche: an End-to-End Library for Continual Learning.

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

CoRR, 2021

Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI).

Bahar Irfan, Aditi Ramachandran, Samuel Spaulding, Sinan Kalkan, German Ignacio Parisi, Hatice Gunes

Proceedings of the Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction, 2021

Avalanche: An End-to-End Library for Continual Learning.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions].

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

IEEE Robotics Autom. Mag., 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.

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

CoRR, 2020

Human Action Recognition and Assessment via Deep Neural Network Self-Organization.

German Ignacio Parisi

CoRR, 2020

2019

Continual lifelong learning with neural networks: A review.

German Ignacio Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter

Neural Networks, 2019

Compositional Learning of Human Activities With a Self-Organizing Neural Architecture.

Luiza Mici, German Ignacio Parisi, Stefan Wermter

Frontiers Robotics AI, 2019

Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification.

Pablo V. A. Barros, Manfred Eppe, German Ignacio Parisi, Xun Liu, Stefan Wermter

Frontiers Robotics AI, 2019

Rethinking Continual Learning for Autonomous Agents and Robots.

German Ignacio Parisi, Christopher Kanan

CoRR, 2019

A Personalized Affective Memory Neural Model for Improving Emotion Recognition.

Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter

CoRR, 2019

Online Continual Learning on Sequences.

German Ignacio Parisi, Vincenzo Lomonaco

Proceedings of the Recent Trends in Learning From Data, 2019

A Personalized Affective Memory Model for Improving Emotion Recognition.

Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter

Proceedings of the 36th International Conference on Machine Learning, 2019

A Neurorobotic Experiment for Crossmodal Conflict Resolution.

German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction.

Luiza Mici, German Ignacio Parisi, Stefan Wermter

IEEE Trans. Cogn. Dev. Syst., 2018

A self-organizing neural network architecture for learning human-object interactions.

Luiza Mici, German Ignacio Parisi, Stefan Wermter

Neurocomputing, 2018

Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization.

German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter

Frontiers Neurorobotics, 2018

On the role of neurogenesis in overcoming catastrophic forgetting.

German Ignacio Parisi, Xu Ji, Stefan Wermter

CoRR, 2018

Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution.

Di Fu, Pablo V. A. Barros, German Ignacio Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter

CoRR, 2018

Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception.

German Ignacio Parisi, Jonathan Tong, Pablo V. A. Barros, Brigitte Röder, Stefan Wermter

CoRR, 2018

Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration.

Jonathan Tong, German Ignacio Parisi, Stefan Wermter, Brigitte Röder

CoRR, 2018

Expectation Learning for Adaptive Crossmodal Stimuli Association.

Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter

CoRR, 2018

A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments.

German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Recognition and Prediction of Human-Object Interactions with a Self-Organizing Architecture.

Luiza Mici, German Ignacio Parisi, Stefan Wermter

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network.

Pablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning.

Francisco Cruz, German Ignacio Parisi, Stefan Wermter

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Multimodal Learning of Actions with Deep Neural Network Self-Organization.

German Ignacio Parisi

PhD thesis, 2017

Lifelong learning of human actions with deep neural network self-organization.

German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter

Neural Networks, 2017

Emotion-modulated attention improves expression recognition: A deep learning model.

Pablo V. A. Barros, German Ignacio Parisi, Cornelius Weber, Stefan Wermter

Neurocomputing, 2017

Emergence of multimodal action representations from neural network self-organization.

German Ignacio Parisi, Jun Tani, Cornelius Weber, Stefan Wermter

Cogn. Syst. Res., 2017

Cyrillic manual alphabet recognition in RGB and RGB-D data for sign language interpreting robotic system (SLIRS).

Nazgul Tazhigaliyeva, Nazerke Kalidolda, Alfarabi Imashev, Shynggys Islam, Kairat Aitpayev, German Ignacio Parisi, Anara Sandygulova

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

A computational model of crossmodal processing for conflict resolution.

German Ignacio Parisi, Pablo V. A. Barros, Matthias Kerzel, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter

Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Emotion Recognition from Body Expressions with a Neural Network Architecture.

Nourhan Elfaramawy, Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter

Proceedings of the 5th International Conference on Human Agent Interaction, 2017

Lifelong Learning of Action Representations with Deep Neural Self-Organization.

German Ignacio Parisi, Stefan Wermter

Proceedings of the 2017 AAAI Spring Symposia, 2017

A Deep Neural Model for Emotion-Driven Multimodal Attention.

German Ignacio Parisi, Pablo V. A. Barros, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter

Proceedings of the 2017 AAAI Spring Symposia, 2017

2016

Human motion assessment in real time using recurrent self-organization.

German Ignacio Parisi, Sven Magg, Stefan Wermter

Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario.

Francisco Cruz, German Ignacio Parisi, Johannes Twiefel, Stefan Wermter

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Recognition of Transitive Actions with Hierarchical Neural Network Learning.

Luiza Mici, German Ignacio Parisi, Stefan Wermter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Learning contextual affordances with an associative neural architecture.

Francisco Cruz, German Ignacio Parisi, Stefan Wermter

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

SLIRS: Sign Language Interpreting System for Human-Robot Interaction.

Nazgul Tazhigaliyeva, Yerniyaz Nurgabulov, German Ignacio Parisi, Anara Sandygulova

Proceedings of the 2016 AAAI Fall Symposia, Arlington, Virginia, USA, November 17-19, 2016, 2016

Child-Centred Motion-Based Age and Gender Estimation with Neural Network Learning.

Anara Sandygulova, Yerdaulet Absattar, Damir Doszhan, German Ignacio Parisi

Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016

2015

Self-organizing neural integration of pose-motion features for human action recognition.

German Ignacio Parisi, Cornelius Weber, Stefan Wermter

Frontiers Neurorobotics, 2015

A Multi-modal Approach for Assistive Humanoid Robots.

German Ignacio Parisi, Johannes Bauer, Erik Strahl, Stefan Wermter

Proceedings of the Workshop on Multimodal and Semantics for Robotics Systems (MuSRobS) co-located with IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2015), 2015

Learning human motion feedback with neural self-organization.

German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Learning objects from RGB-D sensors using point cloud-based neural networks.

Marcelo Borghetti Soares, Pablo V. A. Barros, German Ignacio Parisi, Stefan Wermter

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

HandSOM - neural clustering of hand motion for gesture recognition in real time.

German Ignacio Parisi, Doreen Jirak, Stefan Wermter

Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

Human Action Recognition with Hierarchical Growing Neural Gas Learning.

German Ignacio Parisi, Cornelius Weber, Stefan Wermter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Robust fall detection with an assistive humanoid robot.

German Ignacio Parisi, Erik Strahl, Stefan Wermter

Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

Real-time gesture recognition using a humanoid robot with a deep neural architecture.

Pablo V. A. Barros, German Ignacio Parisi, Doreen Jirak, Stefan Wermter

Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

FINGeR: Framework for interactive neural-based gesture recognition.

German Ignacio Parisi, Pablo V. A. Barros, Stefan Wermter

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Hierarchical SOM-based detection of novel behavior for 3D human tracking.

German Ignacio Parisi, Stefan Wermter

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013