WildRelight supplies the first in-the-wild benchmark for single-image relighting and a physics-guided self-supervised adaptation technique that turns temporal lighting changes into a domain-alignment signal.
ACM Transactions on Graphics (ToG)1(1), 7–24 (1982)
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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URF-GS creates a single radiation field from visual and wireless observations via 3D Gaussian splatting to predict radio signals at any location and configuration with higher accuracy and fewer samples than prior NeRF approaches.
citing papers explorer
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WildRelight: A Real-World Benchmark and Physics-Guided Adaptation for Single-Image Relighting
WildRelight supplies the first in-the-wild benchmark for single-image relighting and a physics-guided self-supervised adaptation technique that turns temporal lighting changes into a domain-alignment signal.
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Bridging Visual and Wireless Sensing via a Unified Radiation Field for 3D Radio Map Construction
URF-GS creates a single radiation field from visual and wireless observations via 3D Gaussian splatting to predict radio signals at any location and configuration with higher accuracy and fewer samples than prior NeRF approaches.