Deformation Field

MonoGaussianAvatar: Monocular Gaussian Point-based Head Avatar

Yufan Chen, Lizhen Wang, Qijing Li, Hongjiang Xiao, Shengping Zhang, Hongxun Yao, Yebin Liu

Conference SIGGRAPH 2024 Rendering

3D Gaussian Splatting Head Avatar Monocular Video Deformation Field Point-based Rendering

Spline Deformation Field

Mingyang Song, Yang Zhang, Marko Mihajlovic, Siyu Tang, Markus Gross, Tunç Ozan Aydın

Conference SIGGRAPH 2025 Reconstruction

Deformation Field Spline Interpolation Dynamic Scene Reconstruction Gaussian Splatting Trajectory Modeling

In-2-4D: Inbetweening from Two Single-View Images to 4D Generation

Sauradip Nag, Daniel Cohen-Or, Hao Zhang, Ali Mahdavi-Amiri

Conference SIGGRAPH Asia 2025 Neural & Generative

4D Generation Motion Inbetweening Video Diffusion Model Gaussian Splatting Deformation Field Frame Interpolation

Neural Hamiltonian Deformation Fields for Dynamic Scene Rendering

Hai-Long Qin, Sixian Wang, Guo Lu, Jincheng Dai

Conference SIGGRAPH Asia 2025 Rendering

Novel View Synthesis 3D Gaussian Splatting Dynamic Scene Rendering Hamiltonian Mechanics Deformation Field