Antonio Almudévar

According to our database, Antonio Almudévar authored at least 15 papers between 2022 and 2026.

Collaborative distances:

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

2026

Bridging Functional and Representational Similarity via Usable Information.

Antonio Almudévar, Alfonso Ortega

CoRR, January, 2026

Representation Unlearning: Forgetting through Information Compression.

Antonio Almudévar, Alfonso Ortega

CoRR, January, 2026

Rethinking Disentanglement under Dependent Factors of Variation.

Antonio Almudévar, Alfonso Ortega

Trans. Mach. Learn. Res., 2026

2025

Sparse Autoencoders Make Audio Foundation Models more Explainable.

Théo Mariotte, Martin Lebourdais, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez, Nicolas Dugué

CoRR, September, 2025

There Was Never a Bottleneck in Concept Bottleneck Models.

Antonio Almudévar, José Miguel Hernández-Lobato, Alfonso Ortega

CoRR, June, 2025

Aligning Multimodal Representations through an Information Bottleneck.

Antonio Almudévar, José Miguel Hernández-Lobato, Sameer Khurana, Ricard Marxer, Alfonso Ortega

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Angular Distance Distribution Loss for Audio Classification.

Antonio Almudévar, Romain Serizel, Alfonso Ortega

CoRR, 2024

Defining and Measuring Disentanglement for non-Independent Factors of Variation.

Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida

CoRR, 2024

An Explainable Proxy Model for Multiabel Audio Segmentation.

Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez

CoRR, 2024

Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing.

Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Predefined Prototypes for Intra-Class Separation and Disentanglement.

Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

An Explainable Proxy Model for Multilabel Audio Segmentation.

Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez

Proceedings of the IEEE International Conference on Acoustics, 2024

Unsupervised multiple domain translation through controlled Disentanglement in variational autoencoder.

Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization.

Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Unsupervised Anomaly Detection Applied to Φ-OTDR.

Antonio Almudévar, Pascual Sevillano, Luis Vicente, Javier Preciado-Garbayo, Alfonso Ortega

Sensors, 2022