Sifei Liu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 105

Top Venues

University of California, Merced, USA (PHD)

Education History

University of California, Merced, USA

PHD

Publications

Dejia Xu, Weili Nie, Chao Liu, Sifei Liu, Jan Kautz, Zhangyang Wang, Arash Vahdat
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation. CoRR (2024)
Dejia Xu, Ye Yuan, Morteza Mardani, Sifei Liu, Jiaming Song, Zhangyang Wang, Arash Vahdat
AGG: Amortized Generative 3D Gaussians for Single Image to 3D. CoRR (2024)
Ci-Siang Lin, I-Jieh Liu, Min-Hung Chen, Chien-Yi Wang, Sifei Liu, Yu-Chiang Frank Wang
GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation. CoRR (2024)
Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu
3D Reconstruction with Generalizable Neural Fields using Scene Priors. ICLR (2024)
Qiushan Guo, Shalini De Mello, Hongxu Yin, Wonmin Byeon, Ka Chun Cheung, Yizhou Yu, Ping Luo, Sifei Liu
RegionGPT: Towards Region Understanding Vision Language Model. CoRR (2024)
Youming Deng, Xueting Li, Sifei Liu, Ming-Hsuan Yang
Physics-based Indirect Illumination for Inverse Rendering. 3DV (2024)
An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu
SpatialRGPT: Grounded Spatial Reasoning in Vision Language Model. CoRR (2024)
Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat
Compositional Text-to-Image Generation with Dense Blob Representations. CoRR (2024)
An-Chieh Cheng, Xueting Li, Sifei Liu, Xiaolong Wang
TUVF: Learning Generalizable Texture UV Radiance Fields. ICLR (2024)
Hongchi Xia, Yang Fu, Sifei Liu, Xiaolong Wang
RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos. CoRR (2024)
Yue Hu, Juntong Peng, Sifei Liu, Junhao Ge, Si Liu, Siheng Chen
Communication-Efficient Collaborative Perception via Information Filling with Codebook. CoRR (2024)
Mengqi Zhang, Yang Fu, Zheng Ding, Sifei Liu, Zhuowen Tu, Xiaolong Wang
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data. CoRR (2024)
An-Chieh Cheng, Xueting Li, Sifei Liu, Xiaolong Wang
TUVF: Learning Generalizable Texture UV Radiance Fields. CoRR (2023)
Jiarui Xu, Sifei Liu, Arash Vahdat, Wonmin Byeon, Xiaolong Wang, Shalini De Mello
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models. CVPR (2023)
Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz
Zero-shot Pose Transfer for Unrigged Stylized 3D Characters. CoRR (2023)
Botao Ye, Sifei Liu, Xueting Li, Ming-Hsuan Yang
Self-Supervised Super-Plane for Neural 3D Reconstruction. CVPR (2023)
Yufei Ye, Xueting Li, Abhinav Gupta, Shalini De Mello, Stan Birchfield, Jiaming Song, Shubham Tulsiani, Sifei Liu
Affordance Diffusion: Synthesizing Hand-Object Interactions. CoRR (2023)
Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz
Zero-shot Pose Transfer for Unrigged Stylized 3D Characters. CVPR (2023)
Yufei Ye, Xueting Li, Abhinav Gupta, Shalini De Mello, Stan Birchfield, Jiaming Song, Shubham Tulsiani, Sifei Liu
Affordance Diffusion: Synthesizing Hand-Object Interactions. CVPR (2023)
Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz
Generalizable One-shot Neural Head Avatar. CoRR (2023)
Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz
Generalizable One-shot 3D Neural Head Avatar. NeurIPS (2023)
Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang
COLMAP-Free 3D Gaussian Splatting. CoRR (2023)
Yufeng Zheng, Xueting Li, Koki Nagano, Sifei Liu, Karsten Kreis, Otmar Hilliges, Shalini De Mello
A Unified Approach for Text- and Image-guided 4D Scene Generation. CoRR (2023)
Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu
3D Reconstruction with Generalizable Neural Fields using Scene Priors. CoRR (2023)
Jiarui Xu, Sifei Liu, Arash Vahdat, Wonmin Byeon, Xiaolong Wang, Shalini De Mello
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models. CoRR (2023)
An-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang
Autoregressive 3D Shape Generation via Canonical Mapping. CoRR (2022)
Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang
Correction to: Learning Contrastive Representation for Semantic Correspondence. Int. J. Comput. Vis. 130 (6) (2022)
Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu
Learning Continuous Environment Fields via Implicit Functions. ICLR (2022)
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
GroupViT: Semantic Segmentation Emerges from Text Supervision. CoRR (2022)
Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei A. Efros, Sifei Liu
Scraping Textures from Natural Images for Synthesis and Editing. ECCV (15) (2022)
Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang
Learning Contrastive Representation for Semantic Correspondence. Int. J. Comput. Vis. 130 (5) (2022)
An-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang
Autoregressive 3D Shape Generation via Canonical Mapping. ECCV (3) (2022)
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
GroupViT: Semantic Segmentation Emerges from Text Supervision. CVPR (2022)
Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CVPR (2022)
Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CoRR (2022)
Youming Deng, Xueting Li, Sifei Liu, Ming-Hsuan Yang
DIP: Differentiable Interreflection-aware Physics-based Inverse Rendering. CoRR (2022)
An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, Sifei Liu
Learning 3D Dense Correspondence via Canonical Point Autoencoder. NeurIPS (2021)
Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar
Contrastive Syn-to-Real Generalization. CoRR (2021)
Tiantian Wang, Sifei Liu, Yapeng Tian, Kai Li, Ming-Hsuan Yang
Video Matting via Consistency-Regularized Graph Neural Networks. ICCV (2021)
Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. ICCV (2021)
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz
Hierarchical Contrastive Motion Learning for Video Action Recognition. BMVC (2021)
Yinbo Chen, Sifei Liu, Xiaolong Wang
Learning Continuous Image Representation With Local Implicit Image Function. CVPR (2021)
Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar
Contrastive Syn-to-Real Generalization. ICLR (2021)
Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu, Xiaolong Wang
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes. CVPR (2021)
Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz
Learning to Track Instances without Video Annotations. CVPR (2021)
Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, Xiaolong Wang
Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time. CVPR (2021)
Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, Xiaolong Wang
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time. CoRR (2021)
Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz
Learning to Track Instances without Video Annotations. CoRR (2021)
An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, Sifei Liu
Learning 3D Dense Correspondence via Canonical Point Autoencoder. CoRR (2021)
Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu
Learning Continuous Environment Fields via Implicit Functions. CoRR (2021)
Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, Jan Kautz
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation. NeurIPS (2021)
Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz
Self-Supervised Object Detection via Generative Image Synthesis. CoRR (2021)
Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang
Learning Contrastive Representation for Semantic Correspondence. CoRR (2021)
Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. CoRR (2021)
Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz
Self-Supervised Object Detection via Generative Image Synthesis. ICCV (2021)
Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz
Online Adaptation for Consistent Mesh Reconstruction in the Wild. CoRR (2020)
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz
Self-supervised Single-View 3D Reconstruction via Semantic Consistency. ECCV (14) (2020)
Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz
Self-Supervised Viewpoint Learning From Image Collections. CVPR (2020)
Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz
Online Adaptation for Consistent Mesh Reconstruction in the Wild. NeurIPS (2020)
Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning. Int. J. Comput. Vis. 128 (6) (2020)
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz
Self-supervised Single-view 3D Reconstruction via Semantic Consistency. CoRR (2020)
Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning. CoRR (2020)
Tianyue Zhang, Haowu Chang, Borui Zhang, Sifei Liu, Tianheng Zhao, Enshuang Zhao, Hengyi Zhao, Hao Zhang
Transboundary Pathogenic microRNA Analysis Framework for Crop Fungi Driven by Biological Big Data and Artificial Intelligence Model. Comput. Biol. Chem. 89 (2020)
Yinbo Chen, Sifei Liu, Xiaolong Wang
Learning Continuous Image Representation with Local Implicit Image Function. CoRR (2020)
Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, Ming-Hsuan Yang
Regularizing Meta-learning via Gradient Dropout. ACCV (4) (2020)
Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu, Xiaolong Wang
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes. CoRR (2020)
Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, Ming-Hsuan Yang
Regularizing Meta-Learning via Gradient Dropout. CoRR (2020)
Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz
Self-Supervised Viewpoint Learning From Image Collections. CoRR (2020)
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz
Hierarchical Contrastive Motion Learning for Video Action Recognition. CoRR (2020)
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz
SCOPS: Self-Supervised Co-Part Segmentation. CoRR (2019)
Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz
Learning Propagation for Arbitrarily-structured Data. CoRR (2019)
Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, Ming-Hsuan Yang
Low-Light Image Enhancement via a Deep Hybrid Network. IEEE Trans. Image Process. 28 (9) (2019)
Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments. CVPR (2019)
Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, Jan Kautz
Few-Shot Viewpoint Estimation. BMVC (2019)
Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang
Joint-task Self-supervised Learning for Temporal Correspondence. NeurIPS (2019)
Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments. CoRR (2019)
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz
SCOPS: Self-Supervised Co-Part Segmentation. CVPR (2019)
Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz
Learning Propagation for Arbitrarily-Structured Data. ICCV (2019)
Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, Jan Kautz
Few-Shot Viewpoint Estimation. CoRR (2019)
Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang
Joint-task Self-supervised Learning for Temporal Correspondence. CoRR (2019)
Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang
Learning Linear Transformations for Fast Image and Video Style Transfer. CVPR (2019)
Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang
Hallucinating Compressed Face Images. Int. J. Comput. Vis. 126 (6) (2018)
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz
Context-aware Synthesis and Placement of Object Instances. NeurIPS (2018)
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz
Context-Aware Synthesis and Placement of Object Instances. CoRR (2018)
Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang
Learning Linear Transformations for Fast Arbitrary Style Transfer. CoRR (2018)
Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani, Ming-Hsuan Yang, Jan Kautz
Switchable Temporal Propagation Network. ECCV (7) (2018)
Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Ming-Hsuan Yang, Jan Kautz
Switchable Temporal Propagation Network. CoRR (2018)
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy S. J. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang
Learning Dual Convolutional Neural Networks for Low-Level Vision. CoRR (2018)
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy S. J. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang
Learning Dual Convolutional Neural Networks for Low-Level Vision. CVPR (2018)
Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang
Learning Video-Story Composition via Recurrent Neural Network. WACV (2018)
Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yu-Jin Zhang, Ming-Hsuan Yang, Jian Sun
Rendering Portraitures from Monocular Camera and Beyond. ECCV (9) (2018)
Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang
Learning Video-Story Composition via Recurrent Neural Network. CoRR (2018)
Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz
Learning Affinity via Spatial Propagation Networks. CoRR (2017)
Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang
Generative Face Completion. CoRR (2017)
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos. CoRR (2017)
Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz
Learning Affinity via Spatial Propagation Networks. NIPS (2017)
Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang
Generative Face Completion. CVPR (2017)
Sifei Liu, Jianping Shi, Ji Liang, Ming-Hsuan Yang
Face Parsing via Recurrent Propagation. CoRR (2017)
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos. ICCV (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sifei Liu