3 papers
cs.CV2026
SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
Sander Riisøen Jyhne, Christian Igel, Morten Goodwin +3
High-resolution imagery is often hindered by limitations in sensor technology, atmospheric conditions, and costs. Such challenges occur in satellite remote sensing, but also with h…
cs.AI2025
Knowledge-Informed Automatic Feature Extraction via Collaborative Large Language Model Agents
Henrik Bradland, Morten Goodwin, Vladimir I. Zadorozhny +1
The performance of machine learning models on tabular data is critically dependent on high-quality feature engineering. While Large Language Models (LLMs) have shown promise in aut…
cs.CL2025
A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking
Henrik Brådland, Morten Goodwin, Per-Arne Andersen +2
Document chunking fundamentally impacts Retrieval-Augmented Generation (RAG) by determining how source materials are segmented before indexing. Despite evidence that Large Language…