Private-kNN: Practical Differential Privacy for Computer Vision

Yuqing Zhu, Xiang Yu, Manmohan Chandraker and Yu-Xiang Wang

IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020.

[Bibtex | PDF]

Towards Universal Representation Learning for Deep Face Recognition

Yichun Shi, Xiang Yu, Kihyuk Sohn, Manmohan Chandraker and Anil K. Jain

IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020.

[Bibtex | PDF]

GLoSH: A Global-Local Spherical Harmonics for Intrinsic Image Decomposition

Hao Zhou, Xiang Yu and David Jacobs

IEEE International Conference on Computer Vision (ICCV), Oral (4.3%), 2019.

[Bibtex | PDF]

Pose-variant 3D Facial Attribute Generation

Feng-Ju Chang, Xiang Yu, Ram Nevatia and Manmohan Chandraker

arXiv preprint arXiv:1907.10202, 2019.

[Bibtex | PDF]

Unsupervised Domain Adaptation for Distance Metric Learning

Kihyuk Sohn, Wendy Shang, Xiang Yu and Manmohan Chandraker

International Conference on Learning Representation (ICLR), 2019.

[Bibtex | PDF]

Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild

Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu and Manmohan Chandraker

IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2019.

[Bibtex | PDF]

Feature Transfer Learning for Face Recognition with Under-Represented Data

Xi Yin, Xiang Yu, Xiaoming Liu and Manmohan Chandraker

IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2019.

[Bibtex | PDF]

Learning Efficient Object Detection Models with Knowledge Distillation

Guobin Chen, Wongun Choi, Xiang Yu, Tony Han and Manmohan Chandraker

Neural Information and Processing Systems (NIPS), 2017.

[Bibtex | PDF]

Reconstruction-Based Disentanglement for Pose-invariant Face Recognition

Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas and Manmohan Chandraker

IEEE International Conference on Computer Vision (ICCV), 2017.

[Bibtex | Project | PDF]

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

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

IEEE International Conference on Computer Vision (ICCV), 2017.

[Bibtex | PDF]

Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing

Chi Li, Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager and Manmohan Chandraker

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[Bibtex | PDF]

Deep Supervision with Intermediate Concepts

Chi Li, Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager and Manmohan Chandraker

IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2018.

[Bibtex | PDF]

Deep Deformation Network for Object Landmark Localization

Xiang Yu, Feng Zhou and Manmohan Chandraker

European Conference on Computer Vision (ECCV), 2016.

[Bibtex | PDF]

A Coupled Encoder-Decoder Network for Joint Face Detection and Landmark Localization

Lezi Wang, Xiang Yu and Dimitris N. Metaxas

IEEE Conference on Automatic Face and Gesture Recognition (FG) (Oral), 2017.

[Bibtex | PDF]

Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment

Xiang Yu, Zhe Lin, Shaoting Zhang and Dimitris N. Metaxas

International Joint Conference on Artificial Intelligence (IJCAI), 2016.

[Bibtex | PDF]

Consensus of Regression for Occlusion-Robust Facial Feature Localization

Xiang Yu, Zhe Lin, Jonathan Brandt and Dimitris N. Metaxas

European Conference on Computer Vision (ECCV), 2014.

[Bibtex | PDF]