Author

J. Frisvad

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#artificial intelligence May 2026

WildRelight: A Real-World Benchmark and Physics-Guided Adaptation for Single-Image Relighting

WildRelight is introduced, the first in-the-wild dataset specifically created for evaluating single-image relighting models, and it is shown that the dataset allows synthetic models to align with real-world statistics on-the-fly, transforming the intractable sim-to-real challenge into a tractable self-supervised task.

Le-Zhong Wang, Mehmet Onurcan Kaya, S. Bigdeli et al. · arXiv.org · 0 citations

Preprint Aug 2026

Point-Based 3D Reconstruction from Sparse Views under Known Illumination

These results show that, in the controlled direct illumination setting, compact beta surfels combined with transport-based optimization can recover surfaces without relying on the tens to hundreds of thousands of primitives used by the evaluated baselines.

M. K. Gjerde, J. B. Haurum, J. Frisvad et al. · 0 citations