Sonia Laguna

According to our database, Sonia Laguna authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Interpretable Reward Modeling with Active Concept Bottlenecks.

Sonia Laguna, Katarzyna Kobalczyk, Julia E. Vogt, Mihaela van der Schaar

CoRR, July, 2025

Leveraging the Structure of Medical Data for Improved Representation Learning.

Andrea Agostini, Sonia Laguna, Alain Ryser, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt

CoRR, July, 2025

Uncertainty estimation for trust attribution to speed-of-sound reconstruction with variational networks.

Sonia Laguna, Lin Zhang, Can Deniz Bezek, Monika Farkas, Dieter Schweizer, Rahel A. Kubik-Huch, Orcun Goksel

Int. J. Comput. Assist. Radiol. Surg., July, 2025

Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach.

Mikael Makonnen, Moritz Vandenhirtz, Sonia Laguna, Julia E. Vogt

CoRR, April, 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

CoRR, April, 2025

Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes.

Marco Voegeli, Sonia Laguna, Heike Leutheuser, Marc Pfister, Marie-Anne Burckhardt, Julia E. Vogt

CoRR, April, 2025

RadVLM: A Multitask Conversational Vision-Language Model for Radiology.

Nicolas Deperrois, Hidetoshi Matsuo, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Sonia Laguna, Alain Ryser, Koji Fujimoto, Mizuho Nishio, Thomas M. Sutter, Julia E. Vogt, Jonas Kluckert, Thomas Frauenfelder, Christian Blüthgen, Farhad Nooralahzadeh, Michael Krauthammer

CoRR, February, 2025

2024

Automatic Classification of General Movements in Newborns.

Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, Julia E. Vogt

CoRR, 2024

Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks.

Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E. Vogt

CoRR, 2024

Stochastic Concept Bottleneck Models.

Moritz Vandenhirtz, Sonia Laguna, Ricards Marcinkevics, Julia E. Vogt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?

Sonia Laguna, Ricards Marcinkevics, Moritz Vandenhirtz, Julia E. Vogt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders.

Emanuele Palumbo, Laura Manduchi, Sonia Laguna, Daphné Chopard, Julia E. Vogt

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

ExpLIMEable: A Visual Analytics Approach for Exploring LIME.

Sonia Laguna, Julian N. Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady

Proceedings of the Workshop on Visual Analytics in Healthcare, 2023

2022

Accurate super-resolution low-field brain MRI.

Juan Eugenio Iglesias, Riana Schleicher, Sonia Laguna, Benjamin Billot, Pamela Schaefer, Brenna McKaig, Joshua N. Goldstein, Kevin N. Sheth, Matthew S. Rosen, W. Taylor Kimberly

CoRR, 2022