Kyubeom‘s paper was selected as Oral paper at the ICLR 2026 conference, held from April 23rd – 27th, 2026, in Rio de Janeiro, Brazil.
He introduced his paper “Radiometrically Consistent Gaussian Surfels for Inverse Rendering”, suggesting RadioGS, an inverse rendering framework that outperforms existing Gaussian-based methods in scene property decomposition by introducing a novel radiometric consistency loss for accurate indirect illumination modeling. This physically-based constraint provides supervision for unobserved directions by minimizing the residual between learned surfel radiance and its physically-rendered counterpart through differentiable 2D Gaussian ray tracing. The framework features an efficient relighting strategy that adapts Gaussian radiances to new illumination within minutes, achieving high-fidelity, real-time rendering at under 10ms per frame.