Prof. CHAN Antoni Bert

Research Output

  1. 2023
  2. Published

    Towards the next generation explainable AI that promotes AI-human mutual understanding

    Hsiao, J. H. & Chan, A. B., 16 Dec 2023.

    Research output: Conference PapersRGC 32 - Refereed conference paper (without host publication)peer-review

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  3. Published

    Modeling Noisy Annotations for Point-wise Supervision

    Wan, J., Wu, Q. & Chan, A. B., Dec 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 12, p. 15065-15080

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  4. Published

    Retrieval-Augmented Multiple Instance Learning

    Cui, Y., Liu, Z., Chen, Y., Lu, Y., Yu, X., Liu, X. & Kuo, T.-W. & 3 others, Rodrigues, M. R. D., Xue, C. J. & Chan, A. B., Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 24859-24878 (Advances in Neural Information Processing Systems; vol. 36).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  5. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  6. Published

    Use of online therapy session data to develop behavioural markers for cognitive outcomes in non-pharmacological intervention

    Li, Y., Chan, A. B., Hsiao, J. H., Choy, J. C. P., Ma, M. & Wong, G. H., Dec 2023, In: Alzheimer's and Dementia. 19, S24, e082834.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  7. Published

    Scalable Video Object Segmentation with Simplified Framework

    Wu, Q., Yang, T., Wu, W. & Chan, A. B., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision (ICCV 2023). Institute of Electrical and Electronics Engineers, Inc., p. 13833-13843

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 6
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  8. Published

    Variational Nested Dropout

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  9. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  10. 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. Institute of Electrical and Electronics Engineers, Inc., p. 21663-21673

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  11. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

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  12. 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. Institute of Electrical and Electronics Engineers, Inc., p. 16436-16446

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  13. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 21
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  14. 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.-W. & Xue, C. J. & 1 others, Chan, A. B., May 2023, The Eleventh International Conference on Learning Representations. 11 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 13
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  15. Published

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

    Zhao, C. & Chan, A. B., May 2023, The Eleventh International Conference on Learning Representations. International Conference on Learning Representations, ICLR, (International Conference on Learning Representations, ICLR ).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
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  16. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  17. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 11
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  18. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 22
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  19. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 26
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  20. Published
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  21. 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. Institute of Electrical and Electronics Engineers, Inc., p. 14561-14571 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 66
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