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Linzhan Mou

牟林湛

Zhejiang University

About Me

I am a senior undergrad in CSE & CKC Honors College at Zhejiang University with GPA of 3.99/4.0. Currently, I am a research assistant advised by Prof. Kostas Daniilidis at UPenn GRASP Lab. I was privileged to work closely with Prof. Hang Zhao, Prof. Yue Wang, Prof. Xiaowei Zhou and Prof. Yu-Xiong Wang on several excellent research projects.

My research interest lies in 3D vision and robotics, specifically focusing on 3D/4D reconstruction, closing the reality gap in Real2Sim2Real transfer for robotics.

Recent News

  • Our paper "DuQuant" accepted by NeurIPS 2024 as Oral! :fire:
  • Our paper "Let Occ Flow" accepted by CoRL 2024 with all positive score!
  • Our paper "Instruct 4D-to-4D" accepted by CVPR 2024 with all positive score!
  • Our paper "RelightableAvatar" accepted by CVPR 2024 as Highlight! :fire:

Publications
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* denotes equal contribution; ♯ denotes the corresponding author.
Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction
CoRL 2024
Instruct 4D-to-4D: Editing 4D Scenes as 3D Scenes Using 2D Diffusion
Linzhan Mou Jun-Kun Chen Yu-Xiong Wang
CVPR 2024
also in Multimodal AI Workshop Oral
Relightable and Animatable Neural Avatar from Sparse-View Video
CVPR 2024 Highlight

Experiences

Visiting Student, CS, UIUC
Jul. 2023 - Jan. 2024
Urbana, IL, USA
Research Intern, Ant Research
Feb. 2024 - Jun. 2024
Hangzhou, China
RA, Shanghai Qi Zhi Institute
Jun. 2024 - Aug. 2024
Research Assistant, CIS, UPenn
Jul. 2024 - Present

Projects

Tech Co-founder, Manifold AI
Product Delivered: Klein
Engine for controllable 3D scene GenAI, diverse training scenes for embodied AI, intergrating any real-world objects with 360° identicality

Selected Honors

  • China National Scholarship
  • First-Class Scholarship of Zhejiang University
  • National First Prize in China Mathematical Contest in Modeling
  • Government Scholarship of Zhejiang Province
  • Top 10 Outstanding Students of Qiushi Institute
  • First Prize in 17th "Supcon Cup" Zhejiang Robotic Competition