Sifei Liu

Most-cited papers

Learning Continuous Image Representation with Local Implicit Image Function
Yin-Bo Chen, Sifei Liu, Xiao-Long Wang
2020Computer Vision and Pattern Recognition1,034 citations Open access
Semantic Scholar
A face antispoofing database with diverse attacks
Zhiwei Zhang, Jun-Jie Yan, Sifei Liu, Zhen Lei +2 more
2012International Conference on Biometrics885 citations
Semantic Scholar
GroupViT: Semantic Segmentation Emerges from Text Supervision
Jia-Rui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon +3 more
2022Computer Vision and Pattern Recognition792 citations Open access
Semantic Scholar
Generative Face Completion
Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang
2017Computer Vision and Pattern Recognition633 citations Open access
Semantic Scholar
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models
Jia-Rui Xu, Sifei Liu, Arash Vahdat, Wonmin Byeon +2 more
2023Computer Vision and Pattern Recognition519 citations
Semantic Scholar
Low-Light Image Enhancement via a Deep Hybrid Network
Wenqi Ren, Sifei Liu, Lin Ma, Qian-Qian Xu +4 more
2019IEEE Transactions on Image Processing466 citations
Semantic Scholar
Learning Affinity via Spatial Propagation Networks
Sifei Liu, Shalini De Mello, Jinwei Gu, Guang-Yu Zhong +2 more
2017Neural Information Processing Systems326 citations
Semantic Scholar
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
Bo-Tao Ye, Sifei Liu, Haofei Xu, Xue-Ting Li +3 more
2024International Conference on Learning Representations300 citations
Semantic Scholar
Learning Linear Transformations for Fast Image and Video Style Transfer
Xue-Ting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang
2019Computer Vision and Pattern Recognition287 citations
Semantic Scholar
COLMAP-Free 3D Gaussian Splatting
Yang Fu, Xiaolong Wang, Sifei Liu, Amey Kulkarni +2 more
2023Computer Vision and Pattern Recognition275 citations Open access
Semantic Scholar
Deep Cascaded Bi-Network for Face Hallucination
Shi-Zhan Zhu, Sifei Liu, Chen Change Loy, Xia-Oou Tang
2016European Conference on Computer Vision240 citations Open access
Semantic Scholar
Learning Dual Convolutional Neural Networks for Low-Level Vision
Jin-shan Pan, Sifei Liu, Deqing Sun, Jia-Wei Zhang +7 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition222 citations Open access
Semantic Scholar
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time
Shao-Wei Liu, Hanwen Jiang, Jia-Rui Xu, Sifei Liu +1 more
2021Computer Vision and Pattern Recognition219 citations Open access
Semantic Scholar
Self-supervised Single-view 3D Reconstruction via Semantic Consistency
Xue-Ting Li, Sifei Liu, Kihwan Kim, Shalini De Mello +3 more
2020European Conference on Computer Vision194 citations Open access
Semantic Scholar
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes
Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu +1 more
2020Computer Vision and Pattern Recognition179 citations Open access
Semantic Scholar
Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network
Sifei Liu, Jin-Shan Pan, Ming-Hsuan Yang
2016European Conference on Computer Vision170 citations
Semantic Scholar
SCOPS: Self-Supervised Co-Part Segmentation
Wei-Chih Hung, V. Jampani, Sifei Liu, Pavlo Molchanov +2 more
2019Computer Vision and Pattern Recognition162 citations Open access
Semantic Scholar
Joint-task Self-supervised Learning for Temporal Correspondence
Xue-Ting Li, Sifei Liu, Shalini De Mello, Xiao-Long Wang +2 more
2019Neural Information Processing Systems158 citations
Semantic Scholar
Affordance Diffusion: Synthesizing Hand-Object Interactions
Yufei Ye, Xue-Ting Li, Abhi Gupta, Shalini De Mellon +4 more
2023Computer Vision and Pattern Recognition141 citations Open access
Semantic Scholar
Multi-objective convolutional learning for face labeling
Sifei Liu, Jimei Yang, Chang Huang, Ming-Hsuan Yang
2015Computer Vision and Pattern Recognition139 citations
Semantic Scholar
Structured Face Hallucination
Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang
20132013 IEEE Conference on Computer Vision and Pattern Recognition138 citations
Semantic Scholar
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
Xue-Ting Li, Sifei Liu, Kihwan Kim, Xiao-Long Wang +2 more
2019Computer Vision and Pattern Recognition129 citations Open access
Semantic Scholar
Context-aware Synthesis and Placement of Object Instances
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu +2 more
2018Neural Information Processing Systems125 citations
Semantic Scholar
Learning Linear Transformations for Fast Arbitrary Style Transfer
Xue-Ting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang
2018arXiv.org119 citations
Semantic Scholar
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos
Kihyuk Sohn, Sifei Liu, Guang-Yu Zhong, Xiang Yu +2 more
2017IEEE International Conference on Computer Vision118 citations Open access
Semantic Scholar
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning
Xiang Wang, Sifei Liu, Hui-Min Ma, Ming-Hsuan Yang
2020International Journal of Computer Vision98 citations Open access
Semantic Scholar
A Unified Approach for Text-and Image-Guided 4D Scene Generation
Yufeng Zheng, Xue-Ting Li, Koki Nagano, Sifei Liu +3 more
2023Computer Vision and Pattern Recognition97 citations Open access
Semantic Scholar
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks
Wenqi Ren, Jia-Wei Zhang, Jin-shan Pan, Sifei Liu +4 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence70 citations
Semantic Scholar
Online Adaptation for Consistent Mesh Reconstruction in the Wild
Xue-Ting Li, Sifei Liu, Shalini De Mello, Kihwan Kim +3 more
2020Neural Information Processing Systems62 citations
Semantic Scholar
Autoregressive 3D Shape Generation via Canonical Mapping
An-Chieh Cheng, Xue-Ting Li, Sifei Liu, Min Sun +1 more
2022European Conference on Computer Vision56 citations Open access
Semantic Scholar
Contrastive Syn-to-Real Generalization
Wuyang Chen, Zhi-Ding Yu, Shalini De Mello, Sifei Liu +3 more
2021International Conference on Learning Representations54 citations
Semantic Scholar
Face Parsing via Recurrent Propagation
Sifei Liu, Jian-Ping Shi, Jia Liang, Ming-Hsuan Yang
2017British Machine Vision Conference49 citations Open access
Semantic Scholar
Heterogeneous face image matching using multi-scale features
Sifei Liu, D. Yi, Zhen Lei, S. Li
2012International Conference on Biometrics48 citations
Semantic Scholar
Self-Supervised Viewpoint Learning From Image Collections
Siva Karthik Mustikovela, V. Jampani, Shalini De Mello, Sifei Liu +3 more
2020Computer Vision and Pattern Recognition44 citations Open access
Semantic Scholar
Regularizing Meta-Learning via Gradient Dropout
Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu +2 more
2020Asian Conference on Computer Vision42 citations Open access
Semantic Scholar
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion
Zihang Lai, Sifei Liu, Alexei A. Efros, Xiao-Long Wang
2021IEEE International Conference on Computer Vision40 citations Open access
Semantic Scholar
Switchable Temporal Propagation Network
Sifei Liu, Guang-Yu Zhong, Shalini De Mello, Jinwei Gu +3 more
2018European Conference on Computer Vision38 citations Open access
Semantic Scholar
Learning 3D Dense Correspondence via Canonical Point Autoencoder
An-Chieh Cheng, Xue-Ting Li, Min Sun, Ming-Hsuan Yang +1 more
2021Neural Information Processing Systems37 citations
Semantic Scholar
Video Matting via Consistency-Regularized Graph Neural Networks
Tiantian Wang, Sifei Liu, Ya-Peng Tian, Kai Li +1 more
2021IEEE International Conference on Computer Vision36 citations
Semantic Scholar
Learning to Track Instances without Video Annotations
Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello +2 more
2021Computer Vision and Pattern Recognition28 citations Open access
Semantic Scholar
Rendering Portraitures from Monocular Camera and Beyond
Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren +3 more
2018European Conference on Computer Vision28 citations
Semantic Scholar
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs
Jiteng Mu, Shalini De Mello, Zhi-Ding Yu, N. Vasconcelos +3 more
2022Computer Vision and Pattern Recognition26 citations Open access
Semantic Scholar
Generalizable One-shot Neural Head Avatar
Xue-Ting Li, Shalini De Mello, Sifei Liu, Koki Nagano +2 more
2023arXiv.org24 citations Open access
Semantic Scholar
Learning to Segment Instances in Videos with Spatial Propagation Network
Jingchun Cheng, Sifei Liu, Yi-Hsuan Tsai, Wei-Chih Hung +5 more
2017arXiv.org24 citations
Semantic Scholar
Hallucinating Compressed Face Images
Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang
2018International Journal of Computer Vision22 citations
Semantic Scholar
Zero-shot Pose Transfer for Unrigged Stylized 3D Characters
Jiashun Wang, Xue-Ting Li, Sifei Liu, Shalini De Mello +3 more
2023Computer Vision and Pattern Recognition21 citations Open access
Semantic Scholar
for Self-Supervised Object Detection via Generative Image Synthesis
Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal +4 more
202117 citations
Semantic Scholar
Learning Contrastive Representation for Semantic Correspondence
Taihong Xiao, Sifei Liu, Shalini De Mello, Zhi-Ding Yu +2 more
2021International Journal of Computer Vision17 citations Open access
Semantic Scholar
Few-Shot Viewpoint Estimation
Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu +3 more
2019British Machine Vision Conference17 citations
Semantic Scholar
Learning Continuous Environment Fields via Implicit Functions
Xue-Ting Li, Shalini De Mello, Xiao-Long Wang, Ming-Hsuan Yang +2 more
2021International Conference on Learning Representations16 citations
Semantic Scholar