cv
General Information
| Full Name | Jianfei Guo |
| Date of Birth | September 1997 |
| Languages | Chinese, English |
Education
- 2021
BSCs
Xi'an Jiaotong University, Xi'an, China
- elite class named after Tsien Hsue-Shen (钱学森班)
Experience
- 2021 - now
Researcher
Shanghai Artificial Intelligence Laboratory
- Tech leader of the 3DNR team.
- Street-view implicit multi-view 3d recontruction
- Multi-object reconstruction and rendering for autonomous driving
- Categorical reconstruction
- Sensor simulation
- Tech leader of the 3DNR team.
- 2018 - 2021
Research intern
Innovation Lab, 2012 Lab., Huawei Technologies Co., Ltd.
- Scene graph understanding
- In-door robots decision making
- Embedded platform design of robot chassis
Open Source Projects
- 2023 - now
neuralsim
- Neural Simulator: 3D reconstruction and simulation based on 3D neural rendering.
- 2023 - now
nr3d_lib
- Modules, operators and utilities for 3D neural rendering.
- 2021
neurecon
- Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.
- 2021
improved-nerfmm
- Unofficial & improved implementation of NeRF-- (Neural Radiance Fields Without Known Camera Parameters)
Academic Interests
-
3D Implicit reconstruction
- Street-view neural reconstruction
- Multi-object neural reconstruction
- Categorical neural reconstruction
-
3D Neural rendering
- Rendering and simulation of autonomous driving
- Fine-grained, large-scale, or categorical scene representations
-
3D-aware generative models