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Infer-AVAE: An Attribute Inference Model Based on Adversarial Variational Autoencoder

Dec 30, 2020
Yadong Zhou, Zhihao Ding, Xiaoming Liu, Chao Shen, Lingling Tong, Xiaohong Guan


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Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation

Dec 16, 2020
Mehdi Bahri, Eimear O' Sullivan, Shunwang Gong, Feng Liu, Xiaoming Liu, Michael M. Bronstein, Stefanos Zafeiriou

* In review with International Journal of Computer Vision (IJCV) 

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Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing

Dec 09, 2020
Yaojie Liu, Xiaoming Liu


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A Duet Recommendation Algorithm Based on Jointly Local and Global Representation Learning

Dec 03, 2020
Xiaoming Liu, Shaocong Wu, Zhaohan Zhang, Zhanwei Zhang, Yu Lan, Chao Shen


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FaceGuard: A Self-Supervised Defense Against Adversarial Face Images

Nov 28, 2020
Debayan Deb, Xiaoming Liu, Anil K. Jain


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Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence

Oct 26, 2020
Feng Liu, Xiaoming Liu

* Accepted by NeurIPS 2020 

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DeepApple: Deep Learning-based Apple Detection using a Suppression Mask R-CNN

Oct 19, 2020
Pengyu Chu, Zhaojian Li, Kyle Lammers, Renfu Lu, Xiaoming Liu


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Small-floating Target Detection in Sea Clutter via Visual Feature Classifying in the Time-Doppler Spectra

Sep 09, 2020
Yi Zhou, Yin Cui, Xiaoke Xu, Jidong Suo, Xiaoming Liu


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Kinematic 3D Object Detection in Monocular Video

Jul 19, 2020
Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele

* To appear in ECCV 2020 

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On Disentangling Spoof Trace for Generic Face Anti-Spoofing

Jul 17, 2020
Yaojie Liu, Joel Stehouwer, Xiaoming Liu

* To appear in ECCV 2020 

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Mitigating Face Recognition Bias via Group Adaptive Classifier

Jun 13, 2020
Sixue Gong, Xiaoming Liu, Anil K. Jain


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LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

Apr 06, 2020
Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu, Chen Feng

* Accepted to CVPR 2020 

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CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

Apr 01, 2020
Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, Feiyue Huang

* CVPR 2020 

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The Edge of Depth: Explicit Constraints between Segmentation and Depth

Apr 01, 2020
Shengjie Zhu, Garrick Brazil, Xiaoming Liu


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Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing

Mar 31, 2020
Joel Stehouwer, Amin Jourabloo, Yaojie Liu, Xiaoming Liu

* In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 

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Camera Trace Erasing

Mar 16, 2020
Chang Chen, Zhiwei Xiong, Xiaoming Liu, Feng Wu

* Accepted by CVPR 2020 

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Learning Graph Embedding with Limited Labeled Data: An Efficient Sampling Approach

Mar 13, 2020
Qirui Li, Xiaoming Liu, Chao Shen, Xi Peng, Yadong Zhou, Xiaohong Guan


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Distribution Distillation Loss: Generic Approach for Improving Face Recognition from Hard Samples

Feb 10, 2020
Yuge Huang, Pengcheng Shen, Ying Tai, Shaoxin Li, Xiaoming Liu, Jilin Li, Feiyue Huang, Rongrong Ji


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FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization

Nov 26, 2019
Xi Yin, Ying Tai, Yuge Huang, Xiaoming Liu


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Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models

Nov 20, 2019
Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu

* KDDBHI Workshop 2019, IEEE BigData Conference 

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DebFace: De-biasing Face Recognition

Nov 19, 2019
Sixue Gong, Xiaoming Liu, Anil K. Jain


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On the Detection of Digital Face Manipulation

Oct 03, 2019
Joel Stehouwer, Hao Dang, Feng Liu, Xiaoming Liu, Anil Jain


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On Learning Disentangled Representations for Gait Recognition

Sep 05, 2019
Ziyuan Zhang, Luan Tran, Feng Liu, Xiaoming Liu

* arXiv admin note: substantial text overlap with arXiv:1904.04925 

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M3D-RPN: Monocular 3D Region Proposal Network for Object Detection

Aug 11, 2019
Garrick Brazil, Xiaoming Liu

* To appear in ICCV 2019 as an oral presentation 

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Towards High-fidelity Nonlinear 3D Face Morphable Model

Apr 09, 2019
Luan Tran, Feng Liu, Xiaoming Liu

* CVPR 2019. Project webpage: http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html 

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Gait Recognition via Disentangled Representation Learning

Apr 09, 2019
Ziyuan Zhang, Luan Tran, Xi Yin, Yousef Atoum, Xiaoming Liu, Jian Wan, Nanxin Wang

* To appear at CVPR 2019 as an oral presentation 

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Deep Tree Learning for Zero-shot Face Anti-Spoofing

Apr 09, 2019
Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu

* To appear at CVPR 2019 as an oral presentation 

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Depth Coefficients for Depth Completion

Mar 13, 2019
Saif Imran, Yunfei Long, Xiaoming Liu, Daniel Morris

* to appear in Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR) 2019 

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