Books:
Face Geometry and Appearance Modeling: Concepts and Applications, Zicheng Liu, Zhengyou Zhang, Cambridge University Press, 2011.
Human Action Recognition with Depth Cameras, Jiang Wang, Zicheng Liu, Ying Wu, Springer Brief Series, 2014.
Human Action Analysis with Randomized Trees, Gang Yu, Junsong Yuan, Zicheng Liu, Springer Brief Series, 2014.
Conference Papers:
Playing Lottery Tickets with Vision and Language
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning
Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA
Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
Mesh Graphormer
Kevin Lin, Lijuan Wang, Zicheng Liu
Compressing Visual-linguistic Model via Knowledge Distillation
Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu
End-to-End Semi-Supervised Object Detection with Soft Teacher
Mengde Xu, Zheng Zhang, Han Hu, Jianfeng Wang, Lijuan Wang, Fangyun Wei, Xiang Bai, Zicheng Liu
Improving Image Recognition with Extremely Low FLOPs
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
End-to-End Human Pose and Mesh Reconstruction with Transformers
Kevin Lin, Lijuan Wang, Zicheng Liu
Probabilistic Model Distillation for Semantic Correspondence
Xin Li, Deng-Ping Fan, Fan Yang, Ao Luo, Hong Cheng, Zicheng Liu
Human Pose Estimation and Its Application to Action Recognition: A Survey
Liangchen Song, Gang Yu, Junsong Yuan, Zicheng Liu
Journal of Visual Communication and Image Representation, 2021
Revisiting Dynamic Convolution via Matrix Decomposition
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
SEED: Self-supervised Distillation For Visual Representation
Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu
Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu
Learning Nonparametric Human Mesh Reconstruction from a Single Image Without Ground Truth Meshes
Kevin Lin, Lijuan Wang, Ying Jin, Zicheng Liu, Ming-Ting Sun,
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
ECCV 2020
Dynamic Convolution: Attention over Convolution Kernels
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu
CVPR 2020
Rethinking Classification and Localization for Object Detection
Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu
CVPR 2020
Human Action Image Generation with Differential Privacy
Mingxuan Sun, Qing Wang, Zicheng Liu
ICME 2020
Large Scale Incremental Learning
Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Yun Fu
CVPR 2019
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification
N Karianakis, Z Liu, Y Chen, S Soatto
European Conference on Computer Vision (ECCV2018)
HP-GAN: Probabilistic 3D human motion prediction via GAN
Emad Barsoum, John Kender, and Zicheng Liu
CVPR Workshop, 2018
3D Cartoon Face Generation by Local Deformation Mappings
Jingyong Zhou, Xin Tong, Zicheng Liu, Baining Guo,
CGI, 2016
VTouch: Vision-Enhanced Interaction for Large Touch Displays,
Yinpeng Chen, Zicheng Liu, Phil Chou, Zhengyou Zhang
IEEE International Conference on Multimedia and Expo, 2015
ImmerseBoard: Immersive Telepresence Experience using a Digital Whiteboard,
Keita Higuchi, Yinpeng Chen, Philip A Chou, Zhengyou Zhang, Zicheng Liu,
Proceedings of CHI 2015
Towards Accurate and Robust Cross-Ratio based Gaze Trackers Through Learning From Simulation
Jia-Bin Huang, Qin Cai, Zicheng Liu, Narendra Ahuja, Zhengyou Zhang
8th ACM Symposium on Eye Tracking Research and Applications, 2014
HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences
Omar Oreifej and Zicheng Liu
CVPR 2013
Tensor-Based Human Body Modeling,
Yinpeng Chen, Zicheng Liu, Zhengyou Zhang
CVPR 2013
Probabilistic Graphlet Cut: Exploring Spatial Structure Cue for Weakly Supervised Image Segmentation
L. Zhang, M. Song, Z. Liu, X. Liu, J. Bu, C. Chen
CVPR 2013
Semi-Supervised Node Splitting for Random Forest Construction
X. Liu, M. Song, D. Tao, Z. Liu, L. Zhang, J. Bu, C. Chen
CVPR 2013
Journal Papers:
Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation
Kevin Lin, Lijuan Wang, Kun Luo, Yinpeng Chen, Zicheng Liu, Ming-Ting Sun
IEEE Transactions on Circuits and Systems for Video Technology, 2020.
3D Cartoon Face Rigging from Sparse Examples
Jingyong Zhou, Hsing-Tao Wu, Zicheng Liu, Xin Tong, Baining Guo,
The Visual Computer, pp1-11, May 2018.
Discriminative Spatio-Temporal Pattern Discovery for 3D Action Recognition
Junwu Weng, Chaoqun Weng, Junsong Yuan, Zicheng Liu
IEEE Transactions on Circuits and Systems for Video Technology, 2018
Depth Super-Resolution on RGB-D Video Sequences with Large Displacement 3D Motion
Yucheng Wang, Jian Zhang, Zicheng Liu, Qiang Wu, Zhengyou Zhang, and Yunde Jia
IEEE Transactions on Image Processing, 2018
A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories
Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, and Zicheng Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted, 2016.
Handling Occlusion and Large Displacement through Improved RGB-D Scene Flow Estimation
Yucheng Wang, Jian Zhang, Zicheng Liu, Qiang Wu, Philip Chou, Zhengyou Zhang, Yunde Jia
IEEE Transactions on Circuits and Systems for Video Technology, accepted, 2015.
A Survey on 3D Hand Gesture Recognition
Hong Cheng, Lu Yang, Zicheng Liu
IEEE Transactions on Circuits and Systems for Video Technology, accepted, 2015.
Random Forest Construction With Robust Semisupervised Node Splitting
Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu
IEEE Transactions on Image Processing, Vol. 24, No. 1, pp. 471-483, 2015.
learning Actionlet Ensemble for 3D Human Action Recognition
Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan
IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted, 2013.
Animated Pose Templates for Modeling and Detecting Human Actions
Benjamin Yao, Bruce Nie, Zicheng Liu, Song-Chun Zhu
IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted, 2013.