Kang Chen
I study neuromorphic vision, 3D vision, and reinforcement learning for vision-language-action models, with a focus on turning event and spike streams into useful perception systems.
In 2023, I cooperated closely with Prof. Lei Yu at Wuhan University on event-based motion deblurring. I am now pursuing a Ph.D. degree in Artificial Intelligence at Peking University under the guidance of Prof. Tiejun Huang and Prof. Zhaofei Yu. I have also joined Beijing Zhongguancun Academy, where I study post-training RL for VLA under the guidance of Prof. Chao Yu. If you would like to discuss research or collaboration, feel free to contact me via email.
Research Interests
Neuromorphic Vision
Leveraging spike and event cameras for high-speed imaging, motion deblurring, and temporal sequence reconstruction.
Primary Focus3D Vision
Developing novel 3D reconstruction approaches using Gaussian Splatting with neuromorphic sensors.
Active ResearchRL for VLA
Building efficient reinforcement learning frameworks for Vision-Language-Action models.
Core Expertise