Prof. CHAN Antoni Bert

Research Output

  1. 2023
  2. Published

    Single-Frame-Based Deep View Synchronization for Unsynchronized Multicamera Surveillance

    Zhang, Q. & Chan, A. B., Dec 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 12, p. 10653-10667 15 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  3. Online published

    Generalized Characteristic Function Loss for Crowd Analysis in the Frequency Domain

    Shu, W., Wan, J. & Chan, A. B., 23 Nov 2023, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  4. Published

    Scalable Video Object Segmentation with Simplified Framework

    Wu, Q., Yang, T., Wu, W. & Chan, A. B., Oct 2023, 2023 IEEE/CVF International Conference on Computer Vision ICCV 2023: Proceedings. IEEE

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  5. Published

    Variational Nested Dropout

    Cui, Y., Mao, Y., Liu, Z., Li, Q., Chan, A. B., Liu, X., Kuo, T., & 1 othersXue, C. J., Aug 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 8, p. 10519-10534

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  6. Published

    Modeling Noisy Annotations for Point-wise Supervision

    Wan, J., Wu, Q. & Chan, A. B., 28 Jul 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  7. Published

    Human Attention-Guided Explainable AI for Object Detection

    Liu, G., Zhang, J., Chan, A. B. & Hsiao, J. H., Jul 2023, Proceedings of the 45th Annual Conference of the Cognitive Science Society. Vol. 45.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  8. Published

    Optimal Transport Minimization: Crowd Localization on Density Maps for Semi-Supervised Counting

    Lin, W. & Chan, A. B., Jun 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 21663-21673

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  9. Published

    Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios

    Zhan, X., Dai, Z., Wang, Q., Li, Q., Xiong, H., Dou, D. & Chan, A. B., Jun 2023, In: Transactions on Machine Learning Research.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  10. Published

    TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization

    Liu, Z., Xu, Y., Ji, X. & Chan, A. B., Jun 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 16436-16446

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

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  11. Published

    A Lightweight and Detector-Free 3D Single Object Tracker on Point Clouds

    Xia, Y., Wu, Q., Li, W., Chan, A. B. & Stilla, U., May 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 5, p. 5543-5554

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 4
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  12. Published

    Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images

    Cui, Y., Liu, Z., Liu, X., Liu, X., Wang, C., Kuo, T., Xue, C. J., & 1 othersChan, A. B., May 2023. 11 p.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33)32_Refereed conference paper (without host publication)peer-review

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  13. Published

    ODAM: Gradient-based Instance-Specific Visual Explanations for Object Detection

    Zhao, C. & Chan, A. B., May 2023.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33)32_Refereed conference paper (without host publication)peer-review

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  14. Published

    Visual attention to own- versus other-race faces: Perspectives from learning mechanisms and task demands

    Hsiao, J. H. & Chan, A. B., May 2023, In: British Journal of Psychology. 114, S1, p. 17-20

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  15. Online published

    Jobs-housing balance and travel patterns among different occupations as revealed by Hidden Markov mixture models: the case of Hong Kong

    Zhang, F., Loo, B. P. Y., Lan, H., Chan, A. B. & Hsiao, J. H., 15 Apr 2023, (Online published) In: Transportation. 21 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  16. Published

    Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

    Lan, H., Liu, Z., Hsiao, J. H., Yu, D. & Chan, A. B., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1537-1551 15 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 5
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  17. Published

    On Distinctive Image Captioning via Comparing and Reweighting

    Wang, J., Xu, W., Wang, Q. & Chan, A. B., Feb 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 2088-2103

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 9
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  18. Published

    Optimal planning of municipal-scale distributed rooftop photovoltaic systems with maximized solar energy generation under constraints in high-density cities

    Ren, H., Ma, Z., Chan, A. B. & Sun, Y., 15 Jan 2023, In: Energy. 263, Part A, 125686.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 10
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  19. Published

    Author Correction: Understanding the role of eye movement consistency in face recognition and autism through integrating deep neural networks and hidden Markov models

    Hsiao, J. H., An, J., Hui, V. K. S., Zheng, Y. & Chan, A. B., 2023, In: npj Science of Learning. 8, 5.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Erratum

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  20. Published

    DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks

    Wu, Q., Yang, T., Liu, Z., Wu, B., Shan, Y. & Chan, A. B., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 14561-14571 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 10
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  21. 2022
  22. Published

    3D Crowd Counting via Geometric Attention-Guided Multi-view Fusion

    Zhang, Q. & Chan, A. B., Dec 2022, In: International Journal of Computer Vision. 130, 12, p. 3123–3139

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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