[Google Scholar] [LinkedIn] [DBLP]
2023
Deformer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from A Single Image
Di Liu, Xiang Yu, Meng Ye, Qilong Zhangli, Zhuowei Li, Zhixing Zhang and Dimitris Metaxas
In IEEE International Conference on Computer Vision (ICCV), 2023.
[Bibtex | PDF]
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
Mateusz Michalkiewics, Masoud Faraki, Xiang Yu, Manmohan Chandraker and Mahsa Baktashmotlagh
In IEEE International Conference on Computer Vision (ICCV), 2023.
[Bibtex | PDF]
Selective Structured State-Spaces for Long-Form Video Understanding
Jue Wang, Wentao Zhu, Pichao Wang, Xiang Yu, Linda Liu, Mohamed Omar and Raffay Hamid
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[Bibtex | PDF]
Q: How to Specialize Large Vision-Language Models to Data-scarce VQA Tasks? A: Self-Train on Unlabeled Images
Zaid Khan, Vijay Kumar B. G., Samuel Schulter, Xiang Yu, Yun Fu and Manmohan Chandraker
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[Bibtex | PDF]
Progressive Mix-up for Few-shot Supervised Multi-source Domain Transfer
Ronghang Zhu, Xiang Yu, and Sheng Li
In 11th International Conference on Learning Representations (ICLR), 2023.
[Bibtex | PDF]
Split to Learn: Gradient Split for Multi-task Human Image Analysis
Weijian Deng, Yumin Suh, Xiang Yu, Masoud Faraki, Manmohan Chandraker and Liang Zheng
In Winter Conference on Applications of Computer Vision (WACV), 2023.
[Bibtex | PDF]
2022
Single-Stream Multi-Level Alignment for Vision-Language Pretraining
Zaid Khan, Vijay Kumar, Xiang Yu, Samuel Shulter, Manmohan Chandraker and Yun Fu
In European Conference on Computer Vision (ECCV), 2022.
[Bibtex | PDF]
Learning Phase Mask for Privacy-Preserving Passive Depth Estimation
Zaid Tasneem, Giovani Millione, Yi-Hsuan Tsai, Xiang Yu, Ashok Veeraraghavan, Manmohan Chandraker and Francesco Pittaluga
In European Conference on Computer Vision (ECCV), 2022.
[Bibtex | PDF]
On Generalizing Beyond Domains in Cross-domain Continual Learning
Christian Simon, Masoud Faraki, Yi-Hsuan Tsai, Xiang Yu, Samuel Schulter, Yumin Suh, Mehrtash Harandi and Manmohan Chandraker
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
[Bibtex | PDF]
Controllable Dynamic Multi-task Architectures
Dripta S. Raychaudhuri, Yumin Suh, Samuel Schulter, Xiang Yu, Masoud Faraki, Amit K. Roy-Chowdhury and Manmohan Chandraker
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
[Bibtex | PDF]
Learning to Learn across Diverse Data Biases in Deep Face Recognition
Chang Liu, Xiang Yu, Yi-Hsuan Tsai, Masoud Faraki, Ramin Moslemi, Manmohan Chandraker and Yun Fu
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
2021
Learning Cross-Modal Contrastive Features for Video Domain Adaptation
Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko and Manmohan Chandraker
In IEEE International Conference on Computer Vision (ICCV), 2021.
[Bibtex | PDF]
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains
Masoud Faraki, Xiang Yu, Yi-Hsuan Tsai, Yumin Suh and Manmohan Chandraker
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[Bibtex | PDF]
2020
Improving Deep Face Recognition by Clustering Unlabeled Faces in the Wild
Aruni Roy Chowdhury, Xiang Yu, Kihyuk Sohn, Erik Learned-Miller and Manmohan Chandraker
In European Conference on Computer Vision (ECCV), 2020.
[Bibtex | PDF]
Private-kNN: Practical Differential Privacy for Computer Vision
Yuqing Zhu, Xiang Yu, Manmohan Chandraker and Yu-Xiang Wang
In 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
In IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020.
[Bibtex | PDF]
David: Dual-Attentional Video Deblurring
Junru Wu, Xiang Yu, Ding Liu, Manmohan Chandraker and Zhangyang Wang
In IEEE Winter Conference on Applications of Computer Vision (WACV), 2020.
[Bibtex | PDF]
2019
GLoSH: A Global-Local Spherical Harmonics for Intrinsic Image Decomposition
Hao Zhou, Xiang Yu and David Jacobs
In 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
In arXiv preprint arXiv:1907.10202, 2019.
[Bibtex | PDF]
Feature Transfer Learning for Face Recognition with Under-Represented Data
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu and Manmohan Chandraker
In IEEE Conference on Computer Vision and Patten Recognition (CVPR), 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
In IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2019.
[Bibtex | PDF]
Unsupervised Domain Adaptation for Distance Metric Learning
Kihyuk Sohn, Wenling Shang, Xiang Yu, and Manmohan Chandraker
In International Conference on Learning Representation (ICLR), 2019.
[Bibtex | PDF]
2018
Unsupervised Cross Domain Distance Metric Adaptation with Feature Transfer Network
Kihyuk Sohn, Wenling Shang, Xiang Yu, Manmohan Chandraker
In BayLearn Symposium 2018, Menlo Park, CA USA, 2018
[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]
Joint Pixel and Feature-level Domain Adaptation in the Wild
Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu and Manmohan Chandraker
In arXiv preprint arXiv:1803.00068.
[Bibtex | PDF]
Feature Transfer Learning for Deep Face Recognition with Long-Tail Data
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu and Manmohan Chandraker
In arXiv preprint arXiv:1803.09014.
[Bibtex | PDF]
2017
Learning Efficient Object Detection Models with Knowledge Distillation
Guobin Chen, Wongun Choi, Xiang Yu, Tony Han and Manmohan Chandraker
In Neural Information Processing Systems (NIPS), 2017.
Towards Large-Pose Face Frontalization in the Wild
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu and Manmohan Chandraker
In IEEE International Conference on Computer Vision (ICCV), 2017.
Reconstruction-Based Disentanglement for Pose-invariant Face Recognition
Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas and Manmohan Chandraker
In IEEE International Conference on Computer Vision (ICCV), 2017.
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang and Manmohan Chandraker
In IEEE International Conference on Computer Vision (ICCV), 2017.
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
In IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2017.
A Coupled Encoder-Decoder Network for Joint Face Detection and Landmark Localization
Lezi Wang, Xiang Yu and Dimitris N. Metaxas
In IEEE Conference on Automatic Face and Gesture Recognition (FG) (Oral), 2017.
2016
Deep Deformation Network for Object Landmark Localization
Xiang Yu, Feng Zhou and Manmohan Chandraker
In European Conference on Computer Vision (ECCV), 2016.
Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment
Xiang Yu, Zhe Lin, Shaoting Zhang and Dimitris N. Metaxas
In International Joint Conference on Artificial Intelligence (IJCAI), 2016.
Customized Expression Recognition for Performance-Driven Cutout Character Animation
Xiang Yu, Jianchao Yang, Linjie Luo, Wilmot Li, Jonathan Brandt and Dimitris N. Metaxas
In IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.
2015
Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model
Xiang Yu, Junzhou Huang, Shaoting Zhang and Dimitris N. Metaxas
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
[Bibtex | Project | PDF | Code]
Is Interactional Dissynchrony a Clue to Deception? Insights from Automated Analysis of Nonverbal Visual Cues
Xiang Yu, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon and Dimitris N. Metaxas
IEEE Trans. on Cybernetics (TC), 2015.
2014
Consensus of Regression for Occlusion-Robust Facial Feature Localization
Xiang Yu, Zhe Lin, Jonathan Brandt and Dimitris N. Metaxas
In European Conference on Computer Vision (ECCV), 2014.
3D Face Tracking and Multi-scale, Spatial-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL
Bo Liu, Jingjing Liu, Xiang Yu, Dimitris N. Metaxas and Carol Neidle
In 9th Edition of the Language Resources and Evaluation Conference (LREC), 2014.
2013
Pose-free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model
Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan and Dimitris N. Metaxas
In IEEE International Conference on Computer Vision (ICCV), 2013.
[Bibtex | Project | PDF | Code]
Explicit Occlusion Detection based Deformable Fitting for Facial Landmark Localization
Xiang Yu, Fei Yang, Junzhou Huang and Dimitris N. Metaxas
In IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013.
Automated Analysis of Interactional Synchrony using Robust Facial Tracking and Expression Recognition
Xiang Yu, Shaoting Zhang, Yang Yu, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon and Dimitris N. Metaxas
In IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013.
Large Scale Medical Image Search Via Unsupervised PCA Hashing
Xiang Yu, Shaoting Zhang, Bo Liu, Lin Zhong and Dimitris N. Metaxas
In IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2013.
Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues
Xiang Yu, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon and Dimitris N. Metaxas
In Hawaii International Conference on System Sciences (HICSS), 2013.
2012
Robust Eyelid Tracking for Fatigue Detection
Fei Yang, Xiang Yu, Junzhou Huang, Peng Yang and Dimitris N. Metaxas
In IEEE International Conference on Image Processing (ICIP), 2013.
Robust Face Tracking with A Consumer Depth Camera
Fei Yang, Junzhou Huang, Xiang Yu, Xinyi Cui and Dimitris N. Metaxas
In IEEE International Conference on Image Processing (ICIP), 2013.
2009
Personal Authentication using Finger Vein Patten and Finger-dorsal Texture Fusion
Wenming Yang, Xiang Yu and Qingmin Liao
In ACM International Conference on Multimedia (MM), 2009.
A Remote Scene Binocular Video Surveillance System with Small Object Tracking
Fei Zhou, Wenming Yang, Xiang Yu and Qingmin Liao
In International Congress on Image and Signal Processing (CISP), 2009.
A Novel Finger Vein Pattern Extraction Approach for Near-Infrared Image
Xiang Yu, Wenming Yang, Qingmin Liao and Fei Zhou
In International Congress on Image and Signal Processing (CISP), 2009.