| CARVIEW |
Shichen Liu
Stealth mode. I was a senior research scientist at Google. I obtained my Ph.D. from the University of Southern California, VGL-ICT. Previously, I was in the Machine Learning Group, Tsinghua University, advised by Prof. Mingsheng Long and Dr. Yue Cao. I visited the Prof. Kilian Q. Weinberger’s lab at Cornell University, working with Prof. Gao Huang. My research explores principled methods for understanding the 3D world and creating advanced digital human technologies. I’m also a photographer, digital artist, and gamer.
Publications
Equivariant Point Network for 3D Point Cloud Analysis
Haiwei Chen, Shichen Liu, Weikai Chen, Hao Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning
Shichen Liu, Tianye Li, Weikai Chen, Hao Li
IEEE International Conference on Computer Vision (ICCV), 2019 Oral Presentation
MVDD: Multi-View Depth Diffusion Models
Zhen Wang, Qiangeng Xu, Feitong Tan, Menglei Chai, Shichen Liu, Rohit Pandey, Sean Fanello, Achuta Kadambi, Yinda Zhang
European Conference on Computer Vision (ECCV) ,2024
Efficient 3D Implicit Head Avatar with Mesh-anchored Hash Table Blendshapes
Ziqian Bai, Feitong Tan, Sean Fanello, Rohit Pandey, Mingsong Dou, Shichen Liu, Ping Tan, Yinda Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ,2024
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance
Haiwen Feng, Peter Kulits, Shichen Liu, Michael Black, Victoria Fernandez Abrevaya
IEEE International Conference on Computer Vision (ICCV) ,2023 Oral Presentation
Rapid Face Asset Acquisition with Recurrent Feature Alignment
Shichen Liu, Yunxuan Cai, Haiwei Chen, Yichao Zhou, Yajie Zhao
ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia) ,2022
Exemplar-based Pattern Synthesis with Implicit Periodic Field Network
Haiwei Chen, Jiayi Liu, Weikai Chen, Shichen Liu, Yajie Zhao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ,2022
Topologically Consistent Multi-View Face Inference Using Volumetric Sampling
Tianye Li, Shichen Liu, Timo Bolkart, Jiayi Liu, Hao Li, Yajie Zhao
IEEE International Conference on Computer Vision (ICCV) ,2021 Oral Presentation
VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers
Shichen Liu, Yichao Zhou, Yajie Zhao
IEEE International Conference on Computer Vision (ICCV) ,2021
NeRD: Neural 3D Reflection Symmetry Detector
Yichao Zhou, Shichen Liu, Yi Ma
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ,2021
Equivariant Point Network for 3D Point Cloud Analysis
Haiwei Chen, Shichen Liu, Weikai Chen, Hao Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ,2021
Learning to Infer Implicit Surfaces without 3D Supervision
Shichen Liu, Shunsuke Saito, Weikai Chen, Hao Li
Neural Information Processing Systems (NeurIPS) ,2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning
Shichen Liu, Tianye Li, Weikai Chen, Hao Li
IEEE International Conference on Computer Vision (ICCV) ,2019 Oral Presentation
Generalized Zero-Shot Learning with Deep Calibration Network
Shichen Liu, Mingsheng Long, Jianmin Wang, Michael I. Jordan
Neural Information Processing Systems (NeurIPS) ,2018
CondenseNet: An Efficient DenseNet using Learned Group Convolutions
Gao Huang*, Shichen Liu*, Laurens van der Maaten, Kilian Q. Weinberger
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ,2018 Spotlight Presentation
Deep Visual-Semantic Quantization for Efficient Image Retrieval
Yue Cao, Mingsheng Long, Shichen Liu, Jianmin Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ,2017
Photography
Miscs
Gaming
- Diamond rank in Apex Legends (2%)
- Platinum Cup of Monster Hunter World: Iceborne
- Platinum Cup of 13 Sentinels: Aegis Rim
- Platinum rank in Overwatch
- Master rank as Zerg, Diamond rank as Protoss in StarCraft II
- Platinum Cup of Monster Hunter: World
- Platinum Cup of God of War