Laguna, Sonia

17 publications

ICLRW 2025 Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes Marco Voegeli, Sonia Laguna, Heike Leutheuser, Marie-Anne Burckhardt, Julia E Vogt

ICLRW 2025 Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach Mikael Makonnen, Moritz Vandenhirtz, Sonia Laguna, Julia E Vogt

ICLRW 2025 Text to 3D Object Generation for Scalable Room Assembly Sonia Laguna, Alberto Garcia-Garcia, Marie-Julie Rakotosaona, Stylianos Moschoglou, Leonhard Helminger, Sergio Orts-Escolano

ICLRW 2025 Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, Julia E Vogt

MLHC 2025 Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, Julia E Vogt

NeurIPS 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? Sonia Laguna, Ričards Marcinkevičs, Moritz Vandenhirtz, Julia E. Vogt

ICLR 2024 Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders Emanuele Palumbo, Laura Manduchi, Sonia Laguna, Daphné Chopard, Julia E Vogt

NeurIPSW 2024 Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt

NeurIPSW 2024 Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt

NeurIPSW 2024 Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt

NeurIPS 2024 Stochastic Concept Bottleneck Models Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E. Vogt

ICMLW 2024 Stochastic Concept Bottleneck Models Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E Vogt

ICMLW 2024 Stochastic Concept Bottleneck Models Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E Vogt

NeurIPSW 2023 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? Ričards Marcinkevičs, Sonia Laguna, Moritz Vandenhirtz, Julia Vogt

ICMLW 2023 Deep Generative Clustering with Multimodal Variational Autoencoders Emanuele Palumbo, Sonia Laguna, Daphné Chopard, Julia E Vogt

ICMLW 2023 Deep Generative Clustering with Multimodal Variational Autoencoders Emanuele Palumbo, Sonia Laguna, Daphné Chopard, Julia E Vogt

NeurIPSW 2023 ExpLIMEable: An Exploratory Framework for LIME Sonia Laguna, Julian Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady