Bonpagna Kann

According to our database, Bonpagna Kann authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition.

Bonpagna Kann, Sandra Castellanos-Paez, Romain Rombourg, Philippe Lalanda

CoRR, June, 2025

2024

Cross-Dataset Continual Learning: Assessing Pre-Trained Models to Enhance Generalization in HAR.

Bonpagna Kann, Sandra Castellanos-Paez, Philippe Lalanda

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Leveraging Task-Specific VAEs for Efficient Exemplar Generation in HAR.

Bonpagna Kann, Sandra Castellanos-Paez, Romain Rombourg, Philippe Lalanda

Proceedings of the Internet of Things, 2024

2023

Evaluation of Regularization-based Continual Learning Approaches: Application to HAR.

Bonpagna Kann, Sandra Castellanos-Paez, Philippe Lalanda

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023