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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


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]

Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, et al., "Learning Dual Convolutional Neural Networks for Low-Level Vision", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [paper][project][code]

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 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]

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