Sifei Liu

Orcid: 0000-0002-6011-3686

According to our database1, Sifei Liu authored at least 69 papers between 2012 and 2024.

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Bibliography

2024
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data.
CoRR, 2024

RegionGPT: Towards Region Understanding Vision Language Model.
CoRR, 2024

RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos.
CoRR, 2024

AGG: Amortized Generative 3D Gaussians for Single Image to 3D.
CoRR, 2024

2023
COLMAP-Free 3D Gaussian Splatting.
CoRR, 2023

A Unified Approach for Text- and Image-guided 4D Scene Generation.
CoRR, 2023

3D Reconstruction with Generalizable Neural Fields using Scene Priors.
CoRR, 2023

Generalizable One-shot Neural Head Avatar.
CoRR, 2023

TUVF: Learning Generalizable Texture UV Radiance Fields.
CoRR, 2023

Generalizable One-shot 3D Neural Head Avatar.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Affordance Diffusion: Synthesizing Hand-Object Interactions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-shot Pose Transfer for Unrigged Stylized 3D Characters.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Correction to: Learning Contrastive Representation for Semantic Correspondence.
Int. J. Comput. Vis., 2022

Learning Contrastive Representation for Semantic Correspondence.
Int. J. Comput. Vis., 2022

DIP: Differentiable Interreflection-aware Physics-based Inverse Rendering.
CoRR, 2022

Learning Continuous Environment Fields via Implicit Functions.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Scraping Textures from Natural Images for Synthesis and Editing.
Proceedings of the Computer Vision - ECCV 2022, 2022

Autoregressive 3D Shape Generation via Canonical Mapping.
Proceedings of the Computer Vision - ECCV 2022, 2022

GroupViT: Semantic Segmentation Emerges from Text Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation.
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.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Contrastive Syn-to-Real Generalization.
Proceedings of the 9th International Conference on Learning Representations, 2021

Video Matting via Consistency-Regularized Graph Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Self-Supervised Object Detection via Generative Image Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning to Track Instances without Video Annotations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Continuous Image Representation With Local Implicit Image Function.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Hierarchical Contrastive Motion Learning for Video Action Recognition.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning.
Int. J. Comput. Vis., 2020

Transboundary Pathogenic microRNA Analysis Framework for Crop Fungi Driven by Biological Big Data and Artificial Intelligence Model.
Comput. Biol. Chem., 2020

Online Adaptation for Consistent Mesh Reconstruction in the Wild.
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.
Proceedings of the Computer Vision - ECCV 2020, 2020

Self-Supervised Viewpoint Learning From Image Collections.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Regularizing Meta-learning via Gradient Dropout.
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.
IEEE Trans. Image Process., 2019

Joint-task Self-supervised Learning for Temporal Correspondence.
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.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Linear Transformations for Fast Image and Video Style Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SCOPS: Self-Supervised Co-Part Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Few-Shot Viewpoint Estimation.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Hallucinating Compressed Face Images.
Int. J. Comput. Vis., 2018

Learning Linear Transformations for Fast Arbitrary Style Transfer.
CoRR, 2018

Switchable Temporal Propagation Network.
CoRR, 2018

Learning Video-Story Composition via Recurrent Neural Network.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Context-aware Synthesis and Placement of Object Instances.
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.
Proceedings of the Computer Vision - ECCV 2018, 2018

Switchable Temporal Propagation Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Learning Affinity to Parse Images.
PhD thesis, 2017

Learning to Segment Instances in Videos with Spatial Propagation Network.
CoRR, 2017

Learning Affinity via Spatial Propagation Networks.
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.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Generative Face Completion.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Face Parsing via Recurrent Propagation.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Deep Cascaded Bi-Network for Face Hallucination.
Proceedings of the Computer Vision - ECCV 2016, 2016

Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Multi-objective convolutional learning for face labeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Compressed face hallucination.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Structured Face Hallucination.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Discriminant analysis with Gabor phase for robust face recognition.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

A face antispoofing database with diverse attacks.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Heterogeneous face image matching using multi-scale features.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012


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