Antonio Almudévar

19 papers A* 1A 3Misc 2Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bridging Functional and Representational Similarity via Usable Information.
CoRR
Antonio Almudévar, Alfonso Ortega
2026 J jnl
Representation Unlearning: Forgetting through Information Compression.
CoRR
Antonio Almudévar, Alfonso Ortega
2026 J jnl
Rethinking Disentanglement under Dependent Factors of Variation.
Trans. Mach. Learn. Res.
Antonio Almudévar, Alfonso Ortega
2025 A* conf
Aligning Multimodal Representations through an Information Bottleneck.
ICML
Antonio Almudévar, José Miguel Hernández-Lobato, Sameer Khurana, Ricard Marxer, Alfonso Ortega
2025 J jnl
Aligning Multimodal Representations through an Information Bottleneck.
CoRR
Antonio Almudévar, José Miguel Hernández-Lobato, Sameer Khurana, Ricard Marxer, Alfonso Ortega
2025 J jnl
Sparse Autoencoders Make Audio Foundation Models more Explainable.
CoRR
Théo Mariotte, Martin Lebourdais, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez, Nicolas Dugué
2025 J jnl
There Was Never a Bottleneck in Concept Bottleneck Models.
CoRR
Antonio Almudévar, José Miguel Hernández-Lobato, Alfonso Ortega
2024 J jnl
An Explainable Proxy Model for Multiabel Audio Segmentation.
CoRR
Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez
2024 Misc conf
An Explainable Proxy Model for Multilabel Audio Segmentation.
ICASSP
Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez
2024 J jnl
Angular Distance Distribution Loss for Audio Classification.
CoRR
Antonio Almudévar, Romain Serizel, Alfonso Ortega
2024 J jnl
Defining and Measuring Disentanglement for non-Independent Factors of Variation.
CoRR
Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida
2024 A conf
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing.
INTERSPEECH
Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez
2024 J jnl
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing.
CoRR
Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega
2024 A conf
Predefined Prototypes for Intra-Class Separation and Disentanglement.
INTERSPEECH
Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida
2024 J jnl
Predefined Prototypes for Intra-Class Separation and Disentanglement.
CoRR
Antonio Almudévar, Théo Mariotte, Alfonso Ortega, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida
2024 J jnl
Unsupervised Multiple Domain Translation through Controlled Disentanglement in Variational Autoencoder.
CoRR
Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon
2024 Misc conf
Unsupervised multiple domain translation through controlled Disentanglement in variational autoencoder.
ICASSP
Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon
2023 A conf
Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization.
INTERSPEECH
Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida
2022 J jnl
Unsupervised Anomaly Detection Applied to Φ-OTDR.
Sensors
Antonio Almudévar, Pascual Sevillano, Luis Vicente, Javier Preciado-Garbayo, Alfonso Ortega