Felix Marti-Perez

AI researcher · PhD student at VRAIN

PhD student at VRAIN, working on evaluation, predictability, and explainability of AI systems, with a focus on autonomous driving perception.

Felix Marti-Perez portrait
Publications
2026

Frame-Level Trust for Object Detection in Driving Scenes

ITSC 2026

AI Evaluation Autonomous Driving Object Detection Predictability
Accepted paper
2026

Evaluating Simplification Algorithms for Interpretability of Time Series Classification

World Conference on XAI 2026

Explainability Time Series AI Evaluation
View paper
2026

From Human-Level AI Tales to AI Leveling Human Scales

arXiv preprint

AI Evaluation Human-centered AI Explainability
View preprint
2025

Predictability in Autonomous Driving Systems

AIES 2025

AI Evaluation Autonomous Driving Predictability
View publication
2025

Detection of Microfibres in Wastewater Sludge with Deep Learning

Results in Engineering, 2025

Object Detection
View publication
2025

MicroFiberDetect: An Application for the Detection of Microfibres in Wastewater Sludge Based on CNNs

AAAI 2025

Object Detection
View publication
Timeline
Sep 2026

ITSC · Naples

Conference attended

Jul 2026

World Conference on XAI · Fortaleza

Conference attended

Dec 2025

Dagstuhl Seminar on Inductive Programming

Invited seminar

Oct 2025

AIES · Madrid

Conference attended

Sep 2025

PhD Student · VRAIN

Position

Mar 2025

AAAI · Philadelphia

Conference attended

2025

XAI for Machine Teaching Workshop · Mallorca

Workshop attended

Oct 2024

Research Assistant · VRAIN

Position

Nov 2023

Research Intern

Position

Other Work
Freelance

OECD

Freelance work related to AI evaluation and international assessment.

Contact
fmarper@upv.edu.es

Valencia, Spain