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cs.GR2026
Toward Richer Material Generation via Procedural Data Enhancement
Yunchen Yu, Jacob Munkberg, Jon Hasselgren +3
Generative models for material creation are fundamentally limited by the quality and expressivity of available training data. Simple physically based rendering (PBR) materials, whi…
cs.GR2026
OpenPBR: Novel Features and Implementation Details
Jamie Portsmouth, Peter Kutz, Stephen Hill
OpenPBR is a physically based, standardized uber-shader developed for interoperable material authoring and rendering across VFX, animation, and design visualization workflows. This…
cs.GR2024
Real-Time Neural Appearance Models
Tizian Zeltner, Fabrice Rousselle, Andrea Weidlich +7
We present a complete system for real-time rendering of scenes with complex appearance previously reserved for offline use. This is achieved with a combination of algorithmic and s…