Sifei Liu

According to our database, Sifei Liu authored at least 78 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images.

Botao Ye, Sifei Liu, Haofei Xu, Xueting Li, Marc Pollefeys, Ming-Hsuan Yang, Songyou Peng

CoRR, 2024

SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation.

Maying Shen, Nadine Chang, Sifei Liu, José M. Álvarez

CoRR, 2024

GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation.

Ci-Siang Lin, I-Jieh Liu, Min-Hung Chen, Chien-Yi Wang, Sifei Liu, Yu-Chiang Frank Wang

CoRR, 2024

CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation.

Dejia Xu, Weili Nie, Chao Liu, Sifei Liu, Jan Kautz, Zhangyang Wang, Arash Vahdat

CoRR, 2024

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Model.

An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu

CoRR, 2024

AGG: Amortized Generative 3D Gaussians for Single Image to 3D.

Dejia Xu, Ye Yuan, Morteza Mardani, Sifei Liu, Jiaming Song, Zhangyang Wang, Arash Vahdat

CoRR, 2024

Compositional Text-to-Image Generation with Dense Blob Representations.

Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat

Proceedings of the Forty-first International Conference on Machine Learning, 2024

3D Reconstruction with Generalizable Neural Fields using Scene Priors.

Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TUVF: Learning Generalizable Texture UV Radiance Fields.

An-Chieh Cheng, Xueting Li, Sifei Liu, Xiaolong Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Unified Approach for Text-and Image-Guided 4D Scene Generation.

Yufeng Zheng, Xueting Li, Koki Nagano, Sifei Liu, Otmar Hilliges, Shalini De Mello

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data.

Mengqi Zhang, Yang Fu, Zheng Ding, Sifei Liu, Zhuowen Tu, Xiaolong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos.

Hongchi Xia, Yang Fu, Sifei Liu, Xiaolong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Communication-Efficient Collaborative Perception via Information Filling with Codebook.

Yue Hu, Juntong Peng, Sifei Liu, Junhao Ge, Si Liu, Siheng Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

RegionGPT: Towards Region Understanding Vision Language Model.

Qiushan Guo, Shalini De Mello, Hongxu Yin, Wonmin Byeon, Ka Chun Cheung, Yizhou Yu, Ping Luo, Sifei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

COLMAP-Free 3D Gaussian Splatting.

Yang Fu, Xiaolong Wang, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Physics-based Indirect Illumination for Inverse Rendering.

Youming Deng, Xueting Li, Sifei Liu, Ming-Hsuan Yang

Proceedings of the International Conference on 3D Vision, 2024

2023

A Unified Approach for Text- and Image-guided 4D Scene Generation.

Yufeng Zheng, Xueting Li, Koki Nagano, Sifei Liu, Karsten Kreis, Otmar Hilliges, Shalini De Mello

CoRR, 2023

Generalizable One-shot Neural Head Avatar.

Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz

CoRR, 2023

Generalizable One-shot 3D Neural Head Avatar.

Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-Supervised Super-Plane for Neural 3D Reconstruction.

Botao Ye, Sifei Liu, Xueting Li, Ming-Hsuan Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Affordance Diffusion: Synthesizing Hand-Object Interactions.

Yufei Ye, Xueting Li, Abhinav Gupta, Shalini De Mello, Stan Birchfield, Jiaming Song, Shubham Tulsiani, Sifei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models.

Jiarui Xu, Sifei Liu, Arash Vahdat, Wonmin Byeon, Xiaolong Wang, Shalini De Mello

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-shot Pose Transfer for Unrigged Stylized 3D Characters.

Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks.

Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Correction to: Learning Contrastive Representation for Semantic Correspondence.

Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang

Int. J. Comput. Vis., 2022

Learning Contrastive Representation for Semantic Correspondence.

Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang

Int. J. Comput. Vis., 2022

DIP: Differentiable Interreflection-aware Physics-based Inverse Rendering.

Youming Deng, Xueting Li, Sifei Liu, Ming-Hsuan Yang

CoRR, 2022

Learning Continuous Environment Fields via Implicit Functions.

Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Scraping Textures from Natural Images for Synthesis and Editing.

Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei A. Efros, Sifei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

Autoregressive 3D Shape Generation via Canonical Mapping.

An-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang

Proceedings of the Computer Vision - ECCV 2022, 2022

GroupViT: Semantic Segmentation Emerges from Text Supervision.

Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs.

Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Coupled Segmentation and Edge Learning via Dynamic Graph Propagation.

Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning 3D Dense Correspondence via Canonical Point Autoencoder.

An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, Sifei Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Contrastive Syn-to-Real Generalization.

Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, José M. Álvarez, Zhangyang Wang, Anima Anandkumar

Proceedings of the 9th International Conference on Learning Representations, 2021

Video Matting via Consistency-Regularized Graph Neural Networks.

Tiantian Wang, Sifei Liu, Yapeng Tian, Kai Li, Ming-Hsuan Yang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Self-Supervised Object Detection via Generative Image Synthesis.

Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion.

Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes.

Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu, Xiaolong Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time.

Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, Xiaolong Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning to Track Instances without Video Annotations.

Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Continuous Image Representation With Local Implicit Image Function.

Yinbo Chen, Sifei Liu, Xiaolong Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Hierarchical Contrastive Motion Learning for Video Action Recognition.

Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning.

Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang

Int. J. Comput. Vis., 2020

Transboundary Pathogenic microRNA Analysis Framework for Crop Fungi Driven by Biological Big Data and Artificial Intelligence Model.

Tianyue Zhang, Haowu Chang, Borui Zhang, Sifei Liu, Tianheng Zhao, Enshuang Zhao, Hengyi Zhao, Hao Zhang

Comput. Biol. Chem., 2020

Online Adaptation for Consistent Mesh Reconstruction in the Wild.

Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Self-supervised Single-View 3D Reconstruction via Semantic Consistency.

Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Computer Vision - ECCV 2020, 2020

Self-Supervised Viewpoint Learning From Image Collections.

Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Regularizing Meta-learning via Gradient Dropout.

Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, Ming-Hsuan Yang

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Low-Light Image Enhancement via a Deep Hybrid Network.

Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, Ming-Hsuan Yang

IEEE Trans. Image Process., 2019

Joint-task Self-supervised Learning for Temporal Correspondence.

Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Propagation for Arbitrarily-Structured Data.

Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Linear Transformations for Fast Image and Video Style Transfer.

Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SCOPS: Self-Supervised Co-Part Segmentation.

Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Few-Shot Viewpoint Estimation.

Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, Jan Kautz

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Hallucinating Compressed Face Images.

Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang

Int. J. Comput. Vis., 2018

Learning Linear Transformations for Fast Arbitrary Style Transfer.

Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang

CoRR, 2018

Switchable Temporal Propagation Network.

Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Ming-Hsuan Yang, Jan Kautz

CoRR, 2018

Learning Video-Story Composition via Recurrent Neural Network.

Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Context-aware Synthesis and Placement of Object Instances.

Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Rendering Portraitures from Monocular Camera and Beyond.

Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yu-Jin Zhang, Ming-Hsuan Yang, Jian Sun

Proceedings of the Computer Vision - ECCV 2018, 2018

Switchable Temporal Propagation Network.

Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.

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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Learning Affinity to Parse Images.

Sifei Liu

PhD thesis, 2017

Learning to Segment Instances in Videos with Spatial Propagation Network.

Jingchun Cheng, Sifei Liu, Yi-Hsuan Tsai, Wei-Chih Hung, Shalini De Mello, Jinwei Gu, Jan Kautz, Shengjin Wang, Ming-Hsuan Yang

CoRR, 2017

Learning Affinity via Spatial Propagation Networks.

Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos.

Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker

Proceedings of the IEEE International Conference on Computer Vision, 2017

Generative Face Completion.

Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Face Parsing via Recurrent Propagation.

Sifei Liu, Jianping Shi, Liang Ji, Ming-Hsuan Yang

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Deep Cascaded Bi-Network for Face Hallucination.

Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang

Proceedings of the Computer Vision - ECCV 2016, 2016

Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network.

Sifei Liu, Jin-shan Pan, Ming-Hsuan Yang

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Multi-objective convolutional learning for face labeling.

Sifei Liu, Jimei Yang, Chang Huang, Ming-Hsuan Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Compressed face hallucination.

Sifei Liu, Ming-Hsuan Yang

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Structured Face Hallucination.

Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Discriminant analysis with Gabor phase for robust face recognition.

Jianfei Zhu, Dong Cao, Sifei Liu, Zhen Lei, Stan Z. Li

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

A face antispoofing database with diverse attacks.

Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi, Stan Z. Li

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Heterogeneous face image matching using multi-scale features.

Sifei Liu, Dong Yi, Zhen Lei, Stan Z. Li

Proceedings of the 5th IAPR International Conference on Biometrics, 2012