Shizhan Zhu

Email: zhshzhutah2 [at] gmail.com

Github

Resume

My field of interest is in 3D modeling, including geometry as well as its connection with RGB frames (e.g. reconstructions or lighting). I am very fortunated to work my PhD's with Professor Trevor Darrell. I am also very fortunated to work my master's with Professor Chen Change Loy. I obtained my bachelor's from EE of Tsinghua.

Publications / Pre-prints

Fast Image-based Neural Relighting with Translucency-Reflection Modeling

Shizhan Zhu, Shunsuke Saito, Aljaz Bozic, Carlos Aliaga, Trevor Darrell, Christoph Lassner
Pre-prints, 2025.
[ PDF ] [ Project Page ]
To appear on arxiv soon.
Differentiable Gradient Sampling for Learning Implicit 3D Scene Reconstructions from a Single Image

Shizhan Zhu, Sayna Ebrahimi, Angjoo Kanazawa, Trevor Darrell
International Conference on Learning and Representations (ICLR), 2022.
[ PDF ] [ Project Page ]
  • BADAS: Context Aware Collision Prediction Using Real-World Dashcam Data
    Roni Goldshmidt, Hamish Scott, Lorenzo Niccolini, Shizhan Zhu, Daniel Moura, Orly Zvitia
    Pre-prints, 2025.
    [ PDF ]
  • Nexar Dashcam Collision Prediction Dataset and Challenge
    Daniel Moura, Shizhan Zhu, Orly Zvitia
    IEEE Conference on Computer Vision and Pattern Recognition Workshop on Autonomous Driving (CVPR Workshop WAD), 2025.
    [ PDF ]
  • Voxel-informed Language Grounding
    Rodolfo Corona, Shizhan Zhu, Dan Klein, Trevor Darrell
    Annual Meeting of the Association for Computational Linguistics (ACL), 2022.
    [ PDF ]
Be your own Prada: Fashion Synthesis with Structural Coherence

Shizhan Zhu, Sanja Fidler, Raquel Urtasun, Dahua Lin, Chen Change Loy
IEEE Conference on International Conference on Computer Vision (ICCV), 2017.
[ PDF ] [ Project Page ]

Deep Cascaded Bi-Network for Face Hallucination

Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang
European Conference on Computer Vision (ECCV), 2016.
[ PDF ] [ Project Page ]


Unconstrained Face Alignment via Cascaded Compositional Learning

Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
[ PDF ] [ Project Page ]

Face Alignment by Coarse-to-Fine Shape Searching

Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
[ PDF ] [ Project Page ]

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