Publications

VLAP: Efficient Video-Language Alignment via Frame Prompting and Distilling for Video Question Answering

Xijun Wang, Junbang Liang, Chun-Kai Wang, Kenan Deng, Yu Lou, Ming Lin,Shan Yang

CVPR 2024(in submission)

[arXiv]

ICAR: Image-based Complementary Auto Reasoning

Xijun Wang, Anqi Liang, Junbang Liang, Ming Lin, Yu Lou, Shan Yang

AAAI 2024(accepted)

[arXiv]

MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation

Muhammad Osama Khan, Junbang Liang, Chun-Kai Wang, Shan Yang, Yu Lou

NIPS 2023 Workshop SSLTheoryPractice(accepted)

[arXiv]

RoSI: Recovering 3D Shape Interiors from Few Articulation Images

Akshay Gadi Patil, Yiming Qian, Shan Yang, Brian Jackson, Eric Bennett, Hao Zhang

In submission

[arXiv]

Attention Bottlenecks for Multimodal Fusion

Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun

NIPS 2021(accepted)

[arXiv]

Optical Mouse: 3D Mouse Pose From Single-View Video

Shan Yang*, Bo Hu*, David A. Ross, Avneesh Sud, Yi Liu, Graham Ruby, Bryan Seybold

Conference on Computer Vision and Pattern Recognition, CVPR 2021(CV4Animal Workshop)

AI Choreographer: Music Conditioned 3D Dance Generation with AIST++

Shan Yang*, Ruilong Li*, David A. Ross, Angjoo Kanazawa

International Conference on Computer Vision, ICCV 2021(accepted)

[arXiv][project]

Learning-based Cloth Material Recovery from Video

Shan Yang, Junbang Liang, Ming C. Lin

International Conference on Computer Vision, ICCV 2017(accepted)

[paper][video]

Physics-Inspired Garment Recovery from a Single-View Image

Shan Yang, Zherong Pan, Tanya Amert, Ke Wang, Licheng Yu, Tamara Berg, Ming C. Lin

ACM Transaction on Graphics, TOG 2018(accepted)

[paper][video]

Modeling Context in Referring Expressions

Licheng Yu, Patric Poirson, Shan Yang, Alex Berg, Tamara Berg

European Conference on Computer Vision, ECCV 2016

[paper][dataset][project]

Classification of Prostate Cancer Grades and T-Stages based on Tissue Elasticity Using Medical Image Analysis

Shan Yang, Vladimir Jojic, Jun Lian, Ronald Chen, Hongtu Zhu and Ming C. Lin

International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2016

[paper][project][supplementary document]

Bayesian Estimation of Non-Rigid Mechanical Parameters Using Temporal Sequences of Deformation Samples

Shan Yang, Ming C. Lin

IEEE International Conference on Robotics and Automation, ICRA 2016

[video][paper][project (coming soon)]

MaterialCloning: Acquiring Elasticity Parameters from Images for Medical Applications

Shan Yang, Ming C. Lin

Visualization and Computer Graphics, IEEE Transactions, TVCG 2016

[project][paper]

Simultaneous Estimation of Elasticity for Multiple Deformable Bodies

Shan Yang, Ming C. Lin

Computer Animation and Virtual Worlds 26.3-4 (2015): 197-206.

[project][paper]

Real-time simulation for buried suture

Shan Yang, Wenlong Lu, Lixu Gu

Computer Assisted Radiology and Surgery (CARS), 2012

[paper][video]