About Me

My name is Shanyan Guan. I am a direct doctorate student at Shanghai Jiao Tong University, supervised by Prof. Xiaokang Yang. Currently (2020-), I am engaged in inverse graphics and domain generalization with Prof. Yunbo Wang. From 2017 to 2020, I worked with Prof. Bingbing Ni. I received my B.S. in Electronic and Information Engineering at Xidian University in 2017.

My research focuses on human mesh reconstruction and related applications, such as animation.

Github

Publications

• CageNeRF: Cage-based Neural Radiance Field for Generalized 3D Deformation and Animation. NeurIPS 2022.

  Yicong Peng, Yichao Yan, Shengqi Liu, Yuhao Cheng, Shanyan Guan, Bowen Pan, Guangtao Zhai, Xiaokang Yang

• Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation. T-PAMI, 2022.

  Shanyan Guan, Jingwei Xu, Michelle Z He, Yunbo Wang, Bingbing Ni, Xiaokang Yang

  Paper/Project Page/Code

• PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection. ECCV 2022.

  Han Wang*, Jun Tang*, Xiaodong Liu, Shanyan Guan, Rong Xie, Li Song

• NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields. ICML 2022.

  Shanyan Guan, Huayu Deng, Yunbo Wang, Xiaokang Yang

  Paper/Project page/Code

• Bilevel online adaptation for out-of-domain human mesh reconstruction. CVPR 2021.

  Shanyan Guan*, Jingwei Xu*, Yunbo Wang, Bingbing Ni, Xiaokang Yang

  Paper/Project Page/Code

• Collaborative learning for faster stylegan embedding. arXiv preprint, 2019.

  Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, Xiaokang Yang

  Paper

• Human action transfer based on 3D model reconstruction. AAAI'19 Oral.

  Shanyan Guan*, Shuo Wen*, Dexin Yang*, Bingbing Ni, Wendong Zhang, Jun Tang, Xiaokang Yang

  Paper

Experience

Hold the door! Hold door! Hodor!