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Rijksuniversiteit Groningenfounded in 1614  -  top 100 university
About us Practical matters How to find us M.A. (Matias) Valdenegro Toro, Dr

Research interests

My research interests are in building trustworthy machine learning models with real-world data for several applications, including medical AI and Robotics. These relate to Uncertainty Estimation, Computer Vision, and Explainable AI.

Publicaties

Adaptive Prompt Tuning: Vision Guided Prompt Tuning with Cross-Attention for Fine-Grained Few-Shot Learning

Can Bayesian Neural Networks Explicitly Model Input Uncertainty?

Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques

Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models

Large-Image Object Detection for Fine-Grained Recognition of Punches Patterns in Medieval Panel Painting

Modeling of AUV Dynamics with Limited Resources: Efficient Online Learning Using Uncertainty

NLP Methods May Actually Be Better Than Professors at Estimating Question Difficulty

Out of sight, but not out of mind: Key issues regarding seafloor macrolitter monitoring: Issued by the expert community “International Seafloor Macrolitter Imaging and Quantification”

Sanity Checks for Explanation Uncertainty

Uncertainty Estimation for Super-Resolution Using ESRGAN

Pers/media

Participation in Podcast "Hacia Afuera"