Amaia Cardiel

According to our database, Amaia Cardiel authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DRIV-EX: Counterfactual Explanations for Driving LLMs.

Amaia Cardiel, Eloi Zablocki, Elias Ramzi, Éric Gaussier

CoRR, March, 2026

GIFT: A Framework Towards Global Interpretable Faithful Textual Explanations of Vision Classifiers.

Eloi Zablocki, Valentin Gerard, Amaia Cardiel, Éric Gaussier, Matthieu Cord, Eduardo Valle

Trans. Mach. Learn. Res., 2026

2025

Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models.

Monika Wysoczanska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni

Trans. Mach. Learn. Res., 2025

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension.

Amaia Cardiel, Eloi Zablocki, Elias Ramzi, Oriane Siméoni, Matthieu Cord

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers.

Éloi Zablocki, Valentin Gerard, Amaia Cardiel, Éric Gaussier, Matthieu Cord, Eduardo Valle

CoRR, 2024

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Foundation Models.

Amaia Cardiel, Eloi Zablocki, Oriane Siméoni, Elias Ramzi, Matthieu Cord

CoRR, 2024

A Study of Test-time Contrastive Concepts for Open-world, Open-vocabulary Semantic Segmentation.

Monika Wysoczanska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni

CoRR, 2024