Aitor Martínez-Seras
Orcid: 0000-0003-3803-3193
According to our database1,
Aitor Martínez-Seras
authored at least 8 papers
between 2022 and 2024.
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Bibliography
2024
On the Robustness of Fully-Spiking Neural Networks in Open-World Scenarios using Forward-Only Learning Algorithms.
CoRR, 2024
Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression.
Proceedings of the International Joint Conference on Neural Networks, 2024
Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies.
Proceedings of the International Joint Conference on Neural Networks, 2024
2023
A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability.
Inf. Fusion, December, 2023
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness.
Appl. Soft Comput., November, 2023
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
2022
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks.
CoRR, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022