S-nerf++: Autonomous driving simulation via neural reconstruction and generation

Y Chen, J Zhang, Z **e, W Li, F Zhang… - … on Pattern Analysis …, 2025 - ieeexplore.ieee.org
Autonomous driving simulation system plays a crucial role in enhancing self-driving data
and simulating complex and rare traffic scenarios, ensuring navigation safety. However …

3D Object Manipulation in a Single Image using Generative Models

R Zhao, Z Zhang, Z Yang, Y Yang - arxiv preprint arxiv:2501.12935, 2025 - arxiv.org
Object manipulation in images aims to not only edit the object's presentation but also gift
objects with motion. Previous methods encountered challenges in concurrently handling …

DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models

R Liang, Z Gojcic, H Ling, J Munkberg… - arxiv preprint arxiv …, 2025 - arxiv.org
Understanding and modeling lighting effects are fundamental tasks in computer vision and
graphics. Classic physically-based rendering (PBR) accurately simulates the light transport …

AutoVFX: Physically Realistic Video Editing from Natural Language Instructions

HY Hsu, ZH Lin, A Zhai, H **a, S Wang - arxiv preprint arxiv:2411.02394, 2024 - arxiv.org
Modern visual effects (VFX) software has made it possible for skilled artists to create imagery
of virtually anything. However, the creation process remains laborious, complex, and largely …