Deformation Field

Spline Deformation Field

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

Conference SIGGRAPH 2025 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 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 Novel View Synthesis 3D Gaussian Splatting Dynamic Scene Rendering Hamiltonian Mechanics Deformation Field