Aitor Martínez-Seras

Orcid: 0000-0003-3803-3193

According to our database1, Aitor Martínez-Seras authored at least 8 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

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

Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022


  Loading...