Neural Network

5 papers 1 Conference 4 Journal

Deformation Recovery: Localized Learning for Detail-Preserving Deformations

Ramana Sundararaman, Nicolas Donati, Simone Melzi, Etienne Corman, Maks Ovsjanikov

Journal SIGGRAPH Asia 2024 Shape Deformation Shape Correspondence Spectral Geometry Processing Jacobian Field Neural Network

Efficient Neural Path Guiding with 4D Modeling

Honghao Dong, Rui Su, Guoping Wang, Sheng Li

Conference SIGGRAPH Asia 2024 Path Guiding Global Illumination Ray Tracing Importance Sampling Neural Network

GFFE: G-buffer Free Frame Extrapolation for Low-latency Real-time Rendering

Songyin Wu, Deepak Vembar, Anton Sochenov, Selvakumar Panneer, Sungye Kim, Anton Kaplanyan, Ling-Qi Yan

Journal SIGGRAPH Asia 2024 Frame Extrapolation Real-Time Rendering Frame Generation Low Latency Neural Network

Multi-Resolution Real-Time Deep Pose-Space Deformation

Mianlun Zheng, Jernej Barbic

Journal SIGGRAPH Asia 2024 Pose Space Deformation Skinning Neural Network Multi Resolution Real-Time Deformation Character Animation

Neural Kernel Regression for Consistent Monte Carlo Denoising

Pengju Qiao, Qi Wang, Yuchi Huo, Shiji Zhai, Zixuan Xie, Wei Hua, Hujun Bao, Tao Liu

Journal SIGGRAPH Asia 2024 Monte Carlo Denoising Kernel Regression Rendering Consistency Neural Network