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Yanchao Yang

Orcid: 0000-0002-2447-7917

Affiliations:
  • University of Hong Kong, Hong Kong
  • Stanford University, CA, USA (2020 - 2022)
  • University of California, Los Angeles, USA (PhD 2019)
  • King Abdullah University of Science and Technology (KAUST), Department of Electrical Engineering, Thuwal, Saudi Arabia (former)


According to our database1, Yanchao Yang authored at least 36 papers between 2012 and 2024.

Collaborative distances:

Timeline

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping.
[BibTeX]
[DOI]
Yunchao Zhang
,
Guandao Yang
,
Leonidas J. Guibas
,
Yanchao Yang
CoRR, 2024

DISCO: Embodied Navigation and Interaction via Differentiable Scene Semantics and Dual-Level Control.
[BibTeX]
[DOI]
Xinyu Xu
,
Shengcheng Luo
,
Yanchao Yang
,
Yong-Lu Li
,
Cewu Lu
Proceedings of the Computer Vision - ECCV 2024, 2024

InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction.
[BibTeX]
[DOI]
Xulong Wang
,
Siyan Dong
,
Youyi Zheng
,
Yanchao Yang
Proceedings of the Computer Vision - ECCV 2024, 2024

Revisit Human-Scene Interaction via Space Occupancy.
[BibTeX]
[DOI]
Xinpeng Liu
,
Haowen Hou
,
Yanchao Yang
,
Yong-Lu Li
,
Cewu Lu
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Divided Attention: Unsupervised Multi-Object Discovery with Contextually Separated Slots.
[BibTeX]
[DOI]
Dong Lao
,
Zhengyang Hu
,
Francesco Locatello
,
Yanchao Yang
,
Stefano Soatto
CoRR, 2023

Towards Learning Geometric Eigen-Lengths Crucial for Fitting Tasks.
[BibTeX]
[DOI]
Yijia Weng
,
Kaichun Mo
,
Ruoxi Shi
,
Yanchao Yang
,
Leonidas J. Guibas
Proceedings of the International Conference on Machine Learning, 2023

COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos.
[BibTeX]
[DOI]
Boxiao Pan
,
Bokui Shen
,
Davis Rempe
,
Despoina Paschalidou
,
Kaichun Mo
,
Yanchao Yang
,
Leonidas J. Guibas
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization.
[BibTeX]
[DOI]
Bingfan Zhu
,
Yanchao Yang
,
Xulong Wang
,
Youyi Zheng
,
Leonidas J. Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

JacobiNeRF: NeRF Shaping with Mutual Information Gradients.
[BibTeX]
[DOI]
Xiaomeng Xu
,
Yanchao Yang
,
Kaichun Mo
,
Boxiao Pan
,
Li Yi
,
Leonidas J. Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis.
[BibTeX]
[DOI]
Yuefan Shen
,
Yanchao Yang
,
Youyi Zheng
,
C. Karen Liu
,
Leonidas J. Guibas
IEEE Robotics Autom. Lett., 2022

COPILOT: Human Collision Prediction and Localization from Multi-view Egocentric Videos.
[BibTeX]
[DOI]
Boxiao Pan
,
Bokui Shen
,
Davis Rempe
,
Despoina Paschalidou
,
Kaichun Mo
,
Yanchao Yang
,
Leonidas J. Guibas
CoRR, 2022

6D Camera Relocalization in Visually Ambiguous Extreme Environments.
[BibTeX]
[DOI]
Yang Zheng
,
Tolga Birdal
,
Fei Xia
,
Yanchao Yang
,
Yueqi Duan
,
Leonidas J. Guibas
CoRR, 2022

Object Pursuit: Building a Space of Objects via Discriminative Weight Generation.
[BibTeX]
[DOI]
Chuanyu Pan
,
Yanchao Yang
,
Kaichun Mo
,
Yueqi Duan
,
Leonidas J. Guibas
Proceedings of the Tenth International Conference on Learning Representations, 2022

IFR-Explore: Learning Inter-object Functional Relationships in 3D Indoor Scenes.
[BibTeX]
[DOI]
Qi Li
,
Kaichun Mo
,
Yanchao Yang
,
Hang Zhao
,
Leonidas J. Guibas
Proceedings of the Tenth International Conference on Learning Representations, 2022

GIMO: Gaze-Informed Human Motion Prediction in Context.
[BibTeX]
[DOI]
Yang Zheng
,
Yanchao Yang
,
Kaichun Mo
,
Jiaman Li
,
Tao Yu
,
Yebin Liu
,
C. Karen Liu
,
Leonidas J. Guibas
Proceedings of the Computer Vision - ECCV 2022, 2022

SpOT: Spatiotemporal Modeling for 3D Object Tracking.
[BibTeX]
[DOI]
Colton Stearns
,
Davis Rempe
,
Jie Li
,
Rares Ambrus
,
Sergey Zakharov
,
Vitor Guizilini
,
Yanchao Yang
,
Leonidas J. Guibas
Proceedings of the Computer Vision - ECCV 2022, 2022

Domain Adaptation on Point Clouds via Geometry-Aware Implicits.
[BibTeX]
[DOI]
Yuefan Shen
,
Yanchao Yang
,
Mi Yan
,
He Wang
,
Youyi Zheng
,
Leonidas J. Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ADeLA: Automatic Dense Labeling with Attention for Viewpoint Shift in Semantic Segmentation.
[BibTeX]
[DOI]
Hanxiang Ren
,
Yanchao Yang
,
He Wang
,
Bokui Shen
,
Qingnan Fan
,
Youyi Zheng
,
C. Karen Liu
,
Leonidas J. Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation.
[BibTeX]
[DOI]
Yanchao Yang
,
Hanxiang Ren
,
He Wang
,
Bokui Shen
,
Qingnan Fan
,
Youyi Zheng
,
C. Karen Liu
,
Leonidas J. Guibas
CoRR, 2021

Learning Semantic-Aware Dynamics for Video Prediction.
[BibTeX]
[DOI]
Xinzhu Bei
,
Yanchao Yang
,
Stefano Soatto
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping.
[BibTeX]
[DOI]
Yanchao Yang
,
Brian Lai
,
Stefano Soatto
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Time-Supervised Primary Object Segmentation.
[BibTeX]
[DOI]
Yanchao Yang
,
Brian Lai
,
Stefano Soatto
CoRR, 2020

Phase Consistent Ecological Domain Adaptation.
[BibTeX]
[DOI]
Yanchao Yang
,
Dong Lao
,
Ganesh Sundaramoorthi
,
Stefano Soatto
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Manipulate Individual Objects in an Image.
[BibTeX]
[DOI]
Yanchao Yang
,
Yutong Chen
,
Stefano Soatto
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FDA: Fourier Domain Adaptation for Semantic Segmentation.
[BibTeX]
[DOI]
Yanchao Yang
,
Stefano Soatto
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Unsupervised Learning for Object Representations by Watching and Moving.
[BibTeX]
[DOI]
Yanchao Yang
PhD thesis, 2019

Dense Depth Posterior (DDP) From Single Image and Sparse Range.
[BibTeX]
[DOI]
Yanchao Yang
,
Alex Wong
,
Stefano Soatto
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Moving Object Detection via Contextual Information Separation.
[BibTeX]
[DOI]
Yanchao Yang
,
Antonio Loquercio
,
Davide Scaramuzza
,
Stefano Soatto
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Conditional Prior Networks for Optical Flow.
[BibTeX]
[DOI]
Yanchao Yang
,
Stefano Soatto
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
S2F: Slow-to-Fast Interpolator Flow.
[BibTeX]
[DOI]
Yanchao Yang
,
Stefano Soatto
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2015
Shape Tracking with Occlusions via Coarse-to-Fine Region-Based Sobolev Descent.
[BibTeX]
[DOI]
Yanchao Yang
,
Ganesh Sundaramoorthi
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Self-Occlusions and Disocclusions in Causal Video Object Segmentation.
[BibTeX]
[DOI]
Yanchao Yang
,
Ganesh Sundaramoorthi
,
Stefano Soatto
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Coarse-to-fine region selection and matching.
[BibTeX]
[DOI]
Yanchao Yang
,
Zhaojin Lu
,
Ganesh Sundaramoorthi
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2013
Modeling Self-Occlusions in Dynamic Shape and Appearance Tracking.
[BibTeX]
[DOI]
Yanchao Yang
,
Ganesh Sundaramoorthi
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Matching Through Features and Features Through Matching
[BibTeX]
[DOI]
Ganesh Sundaramoorthi
,
Yanchao Yang
CoRR, 2012

Modeling Shape, Appearance and Self-Occlusions for Articulated Object Tracking
[BibTeX]
[DOI]
Yanchao Yang
,
Ganesh Sundaramoorthi
CoRR, 2012


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