Author

Robert Jenssen

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Preprint Sep 2026

Not Another Text Benchmark: Putting the"Visual"Back in Visual Question Answering for Large Video Models

Large video models have exhibited impressive performance on a wide range of visual question answering tasks, owing to the rise of powerful, pretrained text and vision encoders. The usefulness of such models have also been demonstrated on a wide range of benchmarks, with an important caveat - the dominant approach in th...

Rwiddhi Chakraborty, Y. Wang, Cheng Zhang et al. · 0 citations

#machine learning Preprint Aug 2026

A Station-Based Evaluation of Machine Learning-based Weather Forecasting Models in Northern Norway

Recent machine learning weather prediction (MLWP) models have demonstrated remarkable forecasting skill on global reanalysis-based benchmarks. However, their performance remains unclear in challenging environments such as Northern Norway, where narrow fjords and rapidly changing weather result in highly variable local...

Si-Yan Chen, Lars Uebbing, E. Samuelsen et al. · 0 citations

#machine learning Preprint Sep 2026

SMILE: Self-Explainable Multimodal Information Bottleneck for Medical Diagnosis

Explainability is increasingly seen as a crucial requirement in AI-based medical diagnosis, particularly in safety-critical clinical decision-making. Most existing explainability methods in healthcare operate in a post-hoc manner and are predominantly designed for unimodal data, which limits their applicability in incr...

Yu-Qing Yang, Alexander Schmatz, Zhao-Zhao Ma et al. · 0 citations