| 2026 | ESANN | General Continual Unsupervised Learning with Augmented Vector Quantization. | Herv Frezza-Buet, Nasr Allah Aghelias, Bernard Girau |
| 2022 | ESANN | Graph-Induced Geodesics Approximation for Non-Euclidian K-Means. | Herv Frezza-Buet |
| 2020 | ESANN | Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols. | Herv Frezza-Buet |
| 2020 | ICONIP | Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures. | Nomie Gonnier, Yann Boniface, Herv Frezza-Buet |
| 2014 | ESANN | Towards an effective multi-map self organizing recurrent neuronal network. | Denis Baheux, Herv Frezza-Buet, Jrmy Fix |
| 2010 | ESANN | Online speaker diarization with a size-monitored growing neural gas algorithm. | Jean-Louis Gutzwiller, Herv Frezza-Buet, Olivier Pietquin |
| 2009 | ESANN | Reconciling neural fields to self-organization. | Lucian Alecu, Herv Frezza-Buet |
| 2009 | ICONIP | Application-Driven Parameter Tuning Methodology for Dynamic Neural Field Equations. | Lucian Alecu, Herv Frezza-Buet |
| 2008 | ICMLA | Are Neural Fields Suitable for Vector Quantization? | Lucian Alecu, Herv Frezza-Buet |
| 2007 | ESANN | Tracking fast changing non-stationary distributions with a topologically adaptive neural network: application to video tracking. | Georges Adrian Drumea, Herv Frezza-Buet |
| 2005 | ICANN | Making Competition in Neural Fields Suitable for Computational Architectures. | Herv Frezza-Buet, Olivier Mnard |
| 2005 | IJCNN | Coherent learning in cortical maps: a generic approach. | Olivier Mnard, Herv Frezza-Buet |
| 2003 | IJCNN | Multi-map self-organization for sensorimotor learning: a cortical approach. | Olivier Mnard, Herv Frezza-Buet |
| 2002 | ICANN | Action Scheme Scheduling with a Neural Architecture: A Prefrontal Cortex Approach. | Herv Frezza-Buet |
| 1999 | ESANN | Specialization with cortical models: An application to causality learning. | Herv Frezza-Buet, Frdric Alexandre |
| 1999 | IJCNN | Modeling prefrontal functions for robot navigation. | Herv Frezza-Buet, Frdric Alexandre |