Publicaciones en colaboración con investigadores/as de Basque Research and Technology Alliance (4)

2024

  1. Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects

    Neurocomputing

2023

  1. A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability

    Information Fusion, Vol. 100

  2. Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

2022

  1. Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?

    IEEE International Conference on Fuzzy Systems