Positional Encoding

Neural Gaussian Scale-Space Fields

Felix Mujkanovic, Ntumba Elie Nsampi, Christian Theobalt, Hans-Peter Seidel, Thomas Leimkühler

Journal SIGGRAPH 2024 Neural & Generative
Neural Fields Gaussian Scale Space Anisotropic Filtering Positional Encoding Fourier Features Lipschitz Continuity Anti-Aliasing Signal Processing

UCM: Unified Modeling of Camera Control and Memory with Time-aware Positional Encoding Warping for World Models

Tianxing Xu, Zi-Xuan Wang, Guangyuan Wang, Li Hu, Zhongyi Zhang, Peng Zhang, Bang Zhang, Song-Hai Zhang

Conference SIGGRAPH 2026 Neural & Generative
World Model Video Generation Diffusion Model Camera Control Positional Encoding