Unsupervised Anomaly Detection Applied to Φ-OTDR. - Antonio Almudévar; Pascual Sevillano; Luis Vicente; Javier Preciado-Garbayo; Alfonso Ortega 001 (Sensors, 2022)

Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization. - Antonio Almudévar; Alfonso Ortega 001; Luis Vicente; Antonio Miguel; Eduardo Lleida (INTERSPEECH, 2023)

Unsupervised multiple domain translation through controlled Disentanglement in variational autoencoder. - Antonio Almudévar; Théo Mariotte; Alfonso Ortega Giménez; Marie Tahon (ICASSP, 2024)

An Explainable Proxy Model for Multilabel Audio Segmentation. - Théo Mariotte; Antonio Almudévar; Marie Tahon; Alfonso Ortega Giménez (ICASSP, 2024)

Predefined Prototypes for Intra-Class Separation and Disentanglement. - Antonio Almudévar; Théo Mariotte; Alfonso Ortega Giménez; Marie Tahon; Luis Vicente; Antonio Miguel; Eduardo Lleida (INTERSPEECH, 2024)

Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing. - Martin Lebourdais; Théo Mariotte; Antonio Almudévar; Marie Tahon; Alfonso Ortega Giménez (INTERSPEECH, 2024)

An Explainable Proxy Model for Multiabel Audio Segmentation. - Théo Mariotte; Antonio Almudévar; Marie Tahon; Alfonso Ortega Giménez (CoRR, 2024)

Defining and Measuring Disentanglement for non-Independent Factors of Variation. - Antonio Almudévar; Alfonso Ortega 001; Luis Vicente; Antonio Miguel; Eduardo Lleida (CoRR, 2024)

Angular Distance Distribution Loss for Audio Classification. - Antonio Almudévar; Romain Serizel; Alfonso Ortega 001 (CoRR, 2024)

Aligning Multimodal Representations through an Information Bottleneck. - Antonio Almudévar; José Miguel Hernández-Lobato; Sameer Khurana; Ricard Marxer; Alfonso Ortega 001 (CoRR, 2025)

There Was Never a Bottleneck in Concept Bottleneck Models. - Antonio Almudévar; José Miguel Hernández-Lobato; Alfonso Ortega 001 (CoRR, 2025)