Prof. CHAN Antoni Bert

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 6

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 32 - Refereed conference paper (with host publication) › peer-review

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 12

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 60

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results

Kristan, M., Matas, J., Danelljan, M., Felsberg, M., Chang, H. J., Zajc, L. Č. & Lukežič, A. & 122 others, Drbohlav, O., Zhang, Z., Tran, K.-T., Vu, X.-S., Björklund, J., Mayer, C., Zhang, Y., Ke, L., Zhao, J., Fernández, G., Al-Shakarji, N., An, D., Arens, M., Becker, S., Bhat, G., Bullinger, S., Chan, A. B., Chang, S., Chen, H., Chen, X., Chen, Y., Chen, Z., Cheng, Y., Cui, Y., Deng, C., Dong, J., Dunnhofer, M., Feng, W., Fu, J., Gao, J., Han, R., Hao, Z., He, J.-Y., He, K., He, Z., Hu, X., Huang, K., Huang, Y., Jiang, Y., Kang, B., Lan, J.-P., Lee, H., Li, C., Li, J., Li, N., Li, W., Li, X., Li, X., Liu, P., Liu, Y., Lu, H., Luo, B., Luo, P., Ma, Y., Miao, D., Micheloni, C., Palaniappan, K., Park, H., Paul, M., Peng, H. W., Qian, Z., Rahmon, G., Scherer-Negenborn, N., Shao, P., Shin, W., Kazemi, E. S., Song, T., Stiefelhagen, R., Sun, R., Tang, C., Tang, Z., Toubal, I. E., Valmadre, J., Van De Weijer, J., Van Gool, L., Vira, J., Vujasinović, S., Wan, C., Wan, J., Wang, D., Wang, F., Wang, F., Wang, H., Wang, L., Wang, S., Wang, Y., Wang, Z., Wu, G., Wu, J., Wu, Q., Wu, X., Xiao, A., Xie, J., Xu, C., Xu, M., Xu, T., Xu, Y., Yan, B., Yang, D., Yang, M.-H., Yang, T., Yang, Y., Yang, Z., Yin, X., Yu, F., Yu, H., Yu, Q., Yu, W., Yuan, Y., Yuan, Z., Zhang, J., Zhang, L., Zhang, T., Zhao, G., Zhao, S., Zheng, Y., Zhong, B., Zhu, J., Zhu, X., Zhuang, Y., Zong, C. & Zuo, K., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2023). Institute of Electrical and Electronics Engineers, Inc., p. 1788-1810 (Proceedings - IEEE/CVF International Conference on Computer Vision Workshops, ICCVW).

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

Scopus citations: 5