Sifei Liu
NVIDIA RESEARCH
Recent Publications
CVPR 2019
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz.
CVPR 2019
Learning Linear Transformations for Fast Arbitrary Style Transfer
Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang.
NeurIPS 2018
Context-aware Synthesis and Placement of Object Instances
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz.
ECCV 2018
Switchable Temporal Propagation Network
Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Varun Jampani, Ming-Hsuan Yang, Jan Kautz
NeurIPS 2017
NVIDIA PIONEERING RESEARCH AWARD
Learning Affinity via Spatial Propagation Networks
Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz
Previous Peer-reviewed Publications
Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang. Learning Video-Story Composition via Recurrent Neural Network. WACV 2018. [paper]
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker. Unsupervised Domain Adaption for Face Recognition in Unlabeled Videos, ICCV 2017.
Jingchun Cheng, Sifei Liu, Yi-Hsuan Tsai, Wei-Chih Hung, Shalini De Mello, Jinwei Gu, Jan Kautz, Shengjin Wang, Ming-Hsuan Yang. Learning to Segment Instances in Videos with Spatial Propagation Network. CVPR 2017 workshop.
Sifei Liu, Jianping Shi, Ji Liang, Ming-Hsuan Yang. Face Parsing via Recurrent Propagation. BMVC 2017 (spotlight)
Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang, Hallucinating Compressed Face Images, IJCV 2017 [paper]
Yijun Li, Sifei Liu, Jimei Yang, and Ming-Hsuan Yang. Generative Face Completion, CVPR 2017. [Code] [Project]
Sifei Liu, Jinshan Pan, Ming-Hsuan Yang, Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network. ECCV 2016 (Oral). [code][project][talk]
Shizhan Zhu, Sifei Liu, Chen Change Loy and Xiaoou Tang. Deep Cascaded Bi-Network for Face Hallucination. ECCV 2016. [project]
Sifei Liu, Jimei Yang, Chang Huang and Ming-Hsuan Yang. Multi-objective convolutional learning for face labeling . CVPR 2015. [project][model and testing codes for LFW][a simplified MOCNN for HELEN]
Sifei Liu and Ming-Hsuan Yang. Compressed Face Hallucination. ICIP 2014 (Oral).
Chih-Yuan Yang, Sifei Liu and Ming-Hsuan Yang. Structured face hallucination. CVPR 2013.[project]
Sifei Liu, Dong Yi, Zhen Lei and Stan Z Li. Heterogeneous face image matching using multi-scale features. 5th IAPR International Conference on Biometrics (ICB) 2012.
Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi and Stan Z Li. A face antispoofing database with diverse attacks. 5th IAPR International Conference on Biometrics (ICB) 2012.
Jianfei Zhu, Dong Cao, Sifei Liu, Zhen Lei and Stan Z Li. Discriminant analysis with Gabor phase for robust face recognition. 5th IAPR International Conference on Biometrics (ICB) 2012.
Sifei Liu, Dong Yi, Bin Li and Stan Z Li. Face alignment under partial occlusion in near infrared images. Chinese Conference on Pattern Recognition (CCPR) 2010.