Research StatementMy research is on computer vision and machine learning, particularly 3D vision, unsupervised learning, metric learning and binary representation learning.
Recent Publications
Y. Duan, H. Zhu, H. Wang, L. Yi, R. Nevatia, and L. J. Guibas, Curriculum DeepSDF, European Conf. on Computer Vision (ECCV), 2020.
@inproceedings{duan2020curriculum,
title={Curriculum DeepSDF},
author={Duan, Yueqi and Zhu, Haidong and Wang, He and Yi, Li and Nevatia, Ram and Guibas, Leonidas J},
booktitle={European Conference on Computer Vision},
year={2020}
}
Y. Duan, J. Lu, Z. Wang, J. Feng, and J. Zhou, Learning Deep Binary Descriptor with Multi-Quantization, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol. 41, no. 8, pp. 1924-1938, 2019.
@article{duan2019learning,
title={Learning Deep Binary Descriptor with Multi-Quantization},
author={Duan, Yueqi and Lu, Jiwen and Wang, Ziwei and Feng, Jianjiang and Zhou, Jie},
journal={TPAMI},
volume={41},
number={8},
pages={1924--1938},
year={2019}
}
Y. Duan, Y. Zheng, J. Lu, J. Zhou, and Q. Tian, Structural Relational Reasoning of Point Clouds, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 949-958, 2019.
@inproceedings{duan2019structural,
title={Structural Relational Reasoning of Point Clouds},
author={Duan, Yueqi and Zheng, Yu and Lu, Jiwen and Zhou, Jie and Tian, Qi},
booktitle={CVPR},
pages={949--958},
year={2019}
}
Y. Duan, L. Chen, J. Lu, and J. Zhou, Deep Embedding Learning with Discriminative Sampling Policy, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 4964-4973, 2019.
@inproceedings{duan2019deep,
title={Deep Embedding Learning With Discriminative Sampling Policy},
author={Duan, Yueqi and Chen, Lei and Lu, Jiwen and Zhou, Jie},
booktitle={CVPR},
pages={4964--4973},
year={2019}
}
Y. Duan, J. Lu, and J. Zhou, UniformFace: Learning Deep Equidistributed Representation for Face Recognition, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 3415-3424, 2019.
@inproceedings{duan2019uniformface,
title={UniformFace: Learning Deep Equidistributed Representation for Face Recognition},
author={Duan, Yueqi and Lu, Jiwen and Zhou, Jie},
booktitle={CVPR},
pages={3415--3424},
year={2019}
}
Y. Duan, J. Lu, J. Feng, and J. Zhou, Context-Aware Local Binary Feature Learning for Face Recognition, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 5, pp. 1139-1153, 2018.
@article{duan2018context,
title={Context-aware local binary feature learning for face recognition},
author={Duan, Yueqi and Lu, Jiwen and Feng, Jianjiang and Zhou, Jie},
journal={TPAMI},
volume={40},
number={5},
pages={1139--1153},
year={2018}
}
Y. Duan, J. Lu, J. Feng, and J. Zhou, Deep Localized Metric Learning, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), vol. 28, no. 10, pp. 2644-2656, 2018.
@article{duan2018deep,
title={Deep localized metric learning},
author={Duan, Yueqi and Lu, Jiwen and Feng, Jianjiang and Zhou, Jie},
journal={TCSVT},
volume={28},
number={10},
pages={2644--2656},
year={2018}
}
Y. Duan, J. Lu, J. Feng, and J. Zhou, Topology Preserving Structural Matching for Automatic Partial Face Recognition, IEEE Trans. on Information Forensics and Security (TIFS), vol. 13, no. 7, pp. 1823-1837, 2018.
@article{duan2018topology,
title={Topology preserving structural matching for automatic partial face recognition},
author={Duan, Yueqi and Lu, Jiwen and Feng, Jianjiang and Zhou, Jie},
journal={TIFS},
volume={13},
number={7},
pages={1823--1837},
year={2018}
}
X. Lin, Y. Duan, Q. Dong, J. Lu, and J. Zhou, Deep Variational Metric Learning, European Conf. on Computer Vision (ECCV), pp. 689-704, 2018.
@inproceedings{lin2018deep,
title={Deep variational metric learning},
author={Lin, Xudong and Duan, Yueqi and Dong, Qiyuan and Lu, Jiwen and Zhou, Jie},
booktitle={ECCV},
pages={689--704},
year={2018}
}
Y. Duan, W. Zheng, X. Lin, J. Lu, and J. Zhou, Deep Adversarial Metric Learning, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 2780-2789, 2018.
@inproceedings{duan2018deep,
title={Deep adversarial metric learning},
author={Duan, Yueqi and Zheng, Wenzhao and Lin, Xudong and Lu, Jiwen and Zhou, Jie},
booktitle={CVPR},
pages={2780--2789},
year={2018}
}
Y. Duan, Z. Wang, J. Lu, X. Lin, and J. Zhou, GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 8270-8279, 2018.
@inproceedings{duan2018graphbit,
title={Graphbit: Bitwise interaction mining via deep reinforcement learning},
author={Duan, Yueqi and Wang, Ziwei and Lu, Jiwen and Lin, Xudong and Zhou, Jie},
booktitle={CVPR},
pages={8270--8279},
year={2018}
}
Y. Duan, J. Lu, J. Feng, and J. Zhou, Learning Rotation-Invariant Local Binary Descriptor, IEEE Trans. on Image Processing (TIP), vol. 26, no. 8, pp. 3636-3651, 2017.
@article{duan2017learning,
title={Learning rotation-invariant local binary descriptor},
author={Duan, Yueqi and Lu, Jiwen and Feng, Jianjiang and Zhou, Jie},
journal={TIP},
volume={26},
number={8},
pages={3636--3651},
year={2017}
}
Y. Duan, J. Lu, Z. Wang, J. Feng, and J. Zhou, Learning Deep Binary Descriptor with Multi-Quantization, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 4857-4866, 2017.
@inproceedings{duan2017learning,
title={Learning deep binary descriptor with multi-quantization},
author={Duan, Yueqi and Lu, Jiwen and Wang, Ziwei and Feng, Jianjiang and Zhou, Jie},
booktitle={CVPR},
pages={1183--1192},
year={2017}
}
Y. Duan, J. Lu, J. Feng, and J. Zhou, Topology Preserving Graph Matching for Partial Face Recognition, IEEE International Conf. on Multimedia and Expo (ICME), pp. 1494-1499, 2017.
@inproceedings{duan2017topology,
title={Topology preserving graph matching for partial face recognition},
author={Duan, Yueqi and Lu, Jiwen and Feng, Jianjiang and Zhou, Jie},
booktitle={ICME},
pages={1494--1499},
year={2017}
}
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