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Employment (1)

City University of Hong Kong: HK, HK

2023-03-01
Employment
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City University of Hong Kong

Education and qualifications (1)

City University of Hong Kong: HK, HK

2023-03-01
Education
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City University of Hong Kong

Works (8)

Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

IEEE Transactions on Neural Networks and Learning Systems
2023-03 | Journal article | Author
DOI: 10.1109/TNNLS.2021.3105570
SOURCE-WORK-ID:

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WOSUID:

000733160200001

EID:

2-s2.0-85149438284
Contributors: Hui Lan; Ziquan LIU; Janet H. Hsiao; Dan Yu; Antoni B. CHAN
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City University of Hong Kong

Variational Nested Dropout

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023-02-20 | Journal article | Author
DOI: 10.1109/TPAMI.2023.3241945
SOURCE-WORK-ID:

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EID:

2-s2.0-85149364694
Contributors: Yufei Cui; Yu Mao; Ziquan LIU; Qiao Li; Antoni B. CHAN; Xue Liu; Tei-Wei Kuo; Chun Jason Xue
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City University of Hong Kong

PRIMAL-GMM

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-06 | Journal article | Author
DOI: 10.1109/TPAMI.2020.3048727
SOURCE-WORK-ID:

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EID:

2-s2.0-85099094337
Contributors: Ziquan LIU; Lei Yu; Janet H. Hsiao; Antoni B. CHAN
Source: check_circle
City University of Hong Kong

A Generalized Loss Function for Crowd Counting and Localization

<i>Proceedings </i>- 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition
2021-11-13 | Conference paper | Author
DOI: 10.1109/CVPR46437.2021.00201
SOURCE-WORK-ID:

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EID:

2-s2.0-85113667944

WOSUID:

000739917302017

Part of ISBN: 9781665445092
Part of ISBN: 9781665445108
Contributors: Jia Wan; Ziquan LIU; Antoni B. CHAN
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City University of Hong Kong

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression

<i>Proceedings </i>- 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition
2021-11-13 | Conference paper | Author
DOI: 10.1109/CVPR46437.2021.00242
SOURCE-WORK-ID:

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EID:

2-s2.0-85123194470

WOSUID:

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Part of ISBN: 9781665445092
Part of ISBN: 9781665445108
Contributors: Yufei CUI; Ziquan LIU; Qiao Li; Antoni B. CHAN; Chun Jason Xue
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City University of Hong Kong

Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations

ICML workshop on Adversarial Machine Learning
2021-07 | Conference paper | Author
SOURCE-WORK-ID:

ab76dabb-a2be-4f0f-b091-04a126c882f4
Contributors: Ziquan LIU; Yufei CUI; Antoni B. CHAN
Source: check_circle
City University of Hong Kong

Fully Nested Neural Network for Adaptive Compression and Quantization

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
2021-01 | Conference paper | Author
DOI: 10.24963/ijcai.2020/288
SOURCE-WORK-ID:

e278626a-7ed4-4fe9-ac92-6b6d8ce9c66a

EID:

2-s2.0-85097350250

Part of ISBN: 978-0-9992411-6-5
Contributors: Yufei CUI; Ziquan LIU; Wuguannan YAO; Qiao Li; Antoni B. CHAN; TEI-WEI KUO; Chun Jason Xue
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City University of Hong Kong

Parametric Manifold Learning of Gaussian Mixture Models

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19)
2019-08 | Conference paper | Author
DOI: 10.24963/ijcai.2019/426
SOURCE-WORK-ID:

25e7b7ff-5528-4120-b703-f2ced3750cc1

EID:

2-s2.0-85074948995

Part of ISBN: 978-0-9992411-4-1
Contributors: Ziquan LIU; Lei Yu; Janet H. Hsiao; Antoni B. CHAN
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City University of Hong Kong
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