Publications en collaboration avec des chercheurs de Basque Research and Technology Alliance (5)

2025

  1. Resilience to the Flowing Unknown: An Open Set Recognition Framework for Data Streams

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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