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Aitor Martínez-Seras

Observed names: Aitor Martinez Seras, Aitor Martinez-Seras, Martínez Seras, Aitor
Institution: Ideko (Spain)
ORCID: 0000-0003-3803-3193
Observed ORCID: 0000-0003-3803-3193
OpenAlex ID: A5079795746
On the black-box explainability of object detection models for safe and trustworthy industrial applications
2024 · Alain Andres, Aitor Martinez-Seras, et al. · Results in Engineering · 24
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness
2023 · Javier Poyatos, Daniel Molina, et al. · Applied Soft Computing · 24
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A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability
2023 · Aitor Martinez-Seras, Javier Del Ser, et al. · Information Fusion · 14
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery
2023 · Aitor Martinez Seras, Javier Del Ser, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 11
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Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?
2022 · Aitor Martinez-Seras, Javier Del Ser, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 9
Forward-Forward Learning Achieves Highly Selective Latent Representations for Out-of-Distribution Detection in Fully Spiking Neural Networks
2025 · Erik Bernardo Terres-Escudero, Javier Del Ser, et al. · SSRN Electronic Journal · 5
On the inherent robustness of one-stage object detection against out-of-distribution data
2026 · Aitor Martinez-Seras, Javier Del Ser, et al. · Neural Networks · 1
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Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies
2024 · Aitor Martinez-Seras, Alain Andres, et al. · International Joint Conference on Neural Networks (IJCNN) · 1
Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression
2024 · Javier Del Ser, Aitor Martinez-Seras, et al. · International Joint Conference on Neural Networks (IJCNN) · 1
Developing An AI Agent for Technical Support in the Machine Tools Industry
2026 · Aitor Martinez-Seras, Unai Gomez-Ferreira, et al. · IEEE Conference on Artificial Intelligence (CAI)
On the Connection Between Neural Activations and Uncertainty in Object Detection Transformers Using Topological Data Analysis
2024 · Javier Del Ser, Aitor Martinez-Seras, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC)
Works count: 13
Citation count: 90
H-index: 5
I10-index: 4
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