Neural Networks

Kernel Predicting Neural Shadow Maps

Xuejun Hu, Jinfan Lu, Kun Xu

Conference SIGGRAPH 2025 Shadow Mapping Kernel Prediction Soft Shadows Real-Time Rendering Neural Networks Screen-Space Filtering

Neural Importance Sampling of Many Lights

Pedro Figueirêdo, Qihao He, Steve Bako, Nima Khademi Kalantari

Conference SIGGRAPH 2025 Many Lights Rendering Importance Sampling Monte Carlo Rendering Neural Networks Next Event Estimation

Neural Visibility of Point Sets

Jun-Hao Wang, Yi-Yang Tian, Baoquan Chen, Peng-Shuai Wang

Conference SIGGRAPH Asia 2025 Point Cloud Visibility Determination Octree Neural Networks Real-Time Rendering

Nonlinear Noise2Noise for Efficient Monte Carlo Denoiser Training

Andrew Tinits, Stephen Mann

Conference SIGGRAPH Asia 2025 Monte Carlo Rendering Denoising Noise2Noise High Dynamic Range Neural Networks