I am a deep learning engineer working on perception for autonomous driving. Here are links to my work experiences, papers, and code repositories.
Yuanpeng Li, Joel Hestness, Mohamed Elhoseiny, Liang Zhao, Kenneth Church, Efficiently Disentangle Causal Representations, CPAL 2024.
Yuanpeng Li, Liang Zhao, Kenneth Church, Mohamed Elhoseiny, Compositional Language Continual Learning, ICLR 2020.
Yuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness, Compositional Generalization for Primitive Substitutions, EMNLP 2019.
Tianbing Xu, Qiang Liu, Liang Zhao, Jian Peng, Learning to Explore via Meta Policy Gradient, ICML 2018.
Yang Wang, Yi Yang, Zhenheng Yang, Liang Zhao, Wei Xu, Occlusion Aware Unsupervised Learning of Optical Flow, CVPR 2018.
Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia, Unsupervised Learning of Geometry with Edge-Aware Depth-Normal Consistency, AAAI 2018.
Liang Zhao, et al, Semi-Automatic OCT Segmentation of Nine Retinal Layers, ARVO 2012.
Liang Zhao, Larry S Davis, Closely Coupled Object Detection and Segmentation, ICCV 2005.
Liang Zhao, Larry S Davis, Segmentation and Appearance Model Building from An Image Sequence, ICIP 2005.
Liang Zhao, Larry S Davis, Iterative Figure-Ground Discrimination, ICPR 2004.
Anurag Mittal, Liang Zhao, Larry S Davis, Human Body Pose Estimation Using Silhouette Shape Analysis, ICAVSBS 2003.
Zhanfeng Yue, Liang Zhao, Rama Chellappa, View Synthesis of Articulating Humans Using Visual Hull, ICME 2003.
Liang Zhao, Gopal Pingali, Ingrid Carlbom, Real-Time Head Orientation Estimation Using Neural Networks, ICIP 2002.
Liang Zhao, Dressed Human Modeling, Detection, and Parts Localization, PhD Thesis, CMU, 2001.
Liang Zhao, Chuck Thorpe, Recursive Context Reasoning for Human Detection and Part Identification, CVPR Workshop 2000.
Liang Zhao, Chuck Thorpe, Stereo- and Neural Network-based Pedestrian Detection, IEEE Trans. on Intelligent Transportation Systems, Sep. 2000.
Liang Zhao, Chuck Thorpe, Qualitative and Quantitative Car Tracking from a Range Image Sequence, CVPR 1998.