Antonio Almudévar

4 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

Interspeech (3) ICML (1)

Top co-authors

Alfonso Ortega (4) Marie Tahon (2) Eduardo Lleida (2) Antonio Miguel (2) Luis Vicente (2) Théo Mariotte (2) Sameer Khurana (1) José Miguel Hernández-Lobato (1) Ricard Marxer (1) Martin Lebourdais (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Core Methods (2) Learning Types · Machine Learning (2) Application Areas (1) Architectures (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

domain generalization (1) information bottleneck (1) explainable ai (1) mutual information (1) prototype-based classification (1) variational approximation (1) latent representation (1) non-negative matrix factorization (1) unsupervised anomaly detection (1) regularization term (1) audio segmentation (1) anomalous sound detection (1) prototypical learning (1) embedding extraction (1) inter-class separability (1) disentangled embedding (1) intra-class separation (1) variational classifier (1) modality-specific information (1) aligned representation space (1)

Papers

Aligning Multimodal Representations through an Information Bottleneck ICML 2025 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 Predefined Prototypes for Intra-Class Separation and Disentanglement Interspeech 2024 Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization Interspeech 2023