Prof. CHAN Antoni Bert

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

Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization

Liu, Z. & Chan, A. B., Nov 2022, BMVC 2022 - 33rd British Machine Vision Conference Proceedings. British Machine Vision Association, BMVA, 14 p. (BMVC - British Machine Vision Conference Proceedings).

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

Scopus citations: 3

Improved Fine-Tuning by Better Leveraging Pre-Training Data

Liu, Z., Xu, Y., Xu, Y., Qian, Q., Li, H., Ji, X. & Chan, A. B. & 1 others, Jin, R., Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

Scopus citations: 16

Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting

Lin, W., Yang, K., Ma, X., Gao, J., Liu, L., Liu, S. & Hou, J. & 2 others, Yi, S. & Chan, A. B., Nov 2022, BMVC 2022 - 33rd British Machine Vision Conference Proceedings. British Machine Vision Association, BMVA, 14 p. (BMVC - British Machine Vision Conference Proceedings).

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

Scopus citations: 15

Asymptotic Optimality for Active Learning Processes

Zhan, X., Wang, Y. & Chan, A. B., Aug 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022). PMLR, Vol. 180. p. 2342-2352 (Proceedings of Machine Learning Research).

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

Scopus citations: 1