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ORCIDAntonio Almudévar
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2020 – today
- 2026
[i11]Antonio Almudévar, Alfonso Ortega:
Representation Unlearning: Forgetting through Information Compression. CoRR abs/2601.21564 (2026)- [i10]Antonio Almudévar, Alfonso Ortega:
Bridging Functional and Representational Similarity via Usable Information. CoRR abs/2601.21568 (2026) - 2025
- [c6]Antonio Almudévar, José Miguel Hernández-Lobato, Sameer Khurana, Ricard Marxer, Alfonso Ortega:
Aligning Multimodal Representations through an Information Bottleneck. ICML 2025 - [i9]Antonio Almudévar, José Miguel Hernández-Lobato, Sameer Khurana, Ricard Marxer, Alfonso Ortega:
Aligning Multimodal Representations through an Information Bottleneck. CoRR abs/2506.04870 (2025) - [i8]Antonio Almudévar, José Miguel Hernández-Lobato, Alfonso Ortega:
There Was Never a Bottleneck in Concept Bottleneck Models. CoRR abs/2506.04877 (2025) - [i7]Théo Mariotte, Martin Lebourdais, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez, Nicolas Dugué:
Sparse Autoencoders Make Audio Foundation Models more Explainable. CoRR abs/2509.24793 (2025) - 2024
- [c5]Théo Mariotte
, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez:
An Explainable Proxy Model for Multilabel Audio Segmentation. ICASSP 2024: 531-535 - [c4]Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon:
Unsupervised multiple domain translation through controlled Disentanglement in variational autoencoder. ICASSP 2024: 7010-7014 - [c3]Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida:
Predefined Prototypes for Intra-Class Separation and Disentanglement. INTERSPEECH 2024 - [c2]Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez:
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing. INTERSPEECH 2024 - [i6]Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez:
An Explainable Proxy Model for Multiabel Audio Segmentation. CoRR abs/2401.08268 (2024) - [i5]Antonio Almudévar, Théo Mariotte, Alfonso Ortega Giménez, Marie Tahon:
Unsupervised Multiple Domain Translation through Controlled Disentanglement in Variational Autoencoder. CoRR abs/2401.09180 (2024) - [i4]Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega:
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing. CoRR abs/2406.13385 (2024) - [i3]Antonio Almudévar, Théo Mariotte, Alfonso Ortega, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida:
Predefined Prototypes for Intra-Class Separation and Disentanglement. CoRR abs/2406.16145 (2024) - [i2]Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida:
Defining and Measuring Disentanglement for non-Independent Factors of Variation. CoRR abs/2408.07016 (2024) - [i1]Antonio Almudévar, Romain Serizel, Alfonso Ortega:
Angular Distance Distribution Loss for Audio Classification. CoRR abs/2411.00153 (2024) - 2023
- [c1]Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida:
Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization. INTERSPEECH 2023: 2823-2827 - 2022
- [j1]Antonio Almudévar, Pascual Sevillano, Luis Vicente, Javier Preciado-Garbayo, Alfonso Ortega:
Unsupervised Anomaly Detection Applied to Φ-OTDR. Sensors 22(17): 6515 (2022)
Coauthor Index
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