Jia-Mu Sun

I am a Master student at University of Chinese Academy of Sciences. My advisor is Prof.Lin Gao. I received bachelor degree from Huazhong University of Science and Technology.

My interests lie in computer graphics(rendering, geometry).

Email  /  GitHub  /  DBLP  /  Google Scholar  /  CV

Publications

Recent advances in implicit representation-based 3D shape generation

A comprehensive survey about implicit representation-based shape generation works published before August 2023.

Mesh-based Gaussian Splatting for Real-time Large-scale Deformation

Utilize underlying mesh to guide the splitting, merging and deformation of gaussian splatting-based scene representation.

HAISOR: Human-Aware Indoor Scene Optimization via Deep Reinforcement Learning

Use Deep Reinforcement Learning and Monte Carlo Search Tree to solve scene optimization problems incorporating human behaviour that is not differentiable.

SOL-NeRF: Sunlight Modeling for Outdoor Scene Decomposition and Relighting

Utilizing various priors and a novel sunlight modeling strategy to reconstruct and decompose outdoor scenes.

DE-NeRF: DEcoupled Neural Radiance Fields for View-Consistent Appearance Editing and High-Frequency Environmental Relighting

Decompoing and editing radiance field by utilizing mesh-based features and hybrid lighting representation.

SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry

Holistic understanding and generation of indoor 3D scenes using recursive hierarchical networks.

Experience

Tencent, Guangzhou

Education

University of Chinese Academy of Sciences

Huazhong University of Science and Technology

Design and source code from Jon Barron's website