Article

Rodriguez Dominguez, A., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) Multi-hypothesis prediction for portfolio optimization: a structured ensemble learning approach to risk diversification. Expert Systems with Applications, 292. 128633. ISSN 0957-4174 doi: 10.1016/j.eswa.2025.128633

Khurshid, A., Khan, B., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X and Fraz, M. M. (2025) TVFace: towards large-scale unsupervised face recognition in video streams. Pattern Analysis and Applications, 28. 88. ISSN 1433-7541 doi: 10.1007/s10044-025-01464-3

Zhao, L., Chen, J., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Xia, M. and Lin, H. (2024) MFPANet: multi-scale feature perception and aggregation network for high-resolution snow depth estimation. Remote Sensing, 16 (12). 2087. ISSN 2072-4292 doi: 10.3390/rs16122087

Ihmeida, M. ORCID: https://orcid.org/0009-0009-8728-6868 and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2023) Enhanced change detection performance based on deep despeckling of synthetic aperture radar images. IEEE Access. p. 1. ISSN 2169-3536 doi: 10.1109/access.2023.3307208

Book or Report Section

Luginov, A. and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2025) NimbleD: enhancing self-supervised monocular depth estimation with pseudo-labels and large-scale video pre-training. In: Del Bue, A., Canton, C., Pont-Tuset, J. and Tommasi, T. (eds.) Computer Vision – ECCV 2024 Workshops Proceedings, Part II. Lecture Notes in Computer Science (15624). Springer, Cham, pp. 235-251. ISBN 9783031923869 doi: 10.1007/978-3-031-92387-6_18

Conference or Workshop Item

Spencer, J., Tosi, F., Poggi, M., Singh Arora, R., Russell, C., Hadfield, S., Bowden, R., Zhou, G. Y., Li, Z., Rao, Q., Bao, Y., Liu, X., Kim, D., Kim, J., Kim, M., Lavreniuk, M., Li, R., Mao, Q., Wu, J., Zhu, Y., Sun, J., Zhang, Y., Patni, S., Agarwal, A., Arora, C., Sun, P., Jiang, K., Wu, G., Liu, J., Liu, X., Jiang, J., Zhang, X., Wei, J., Wang, F., Tan, Z., Wang, J., Luginov, A., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Hosseini, S., Trajcevski, A. and Elder, J. H. (2024) The third monocular depth estimation challenge. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 17-18 Jun 2024, Seatle, USA. doi: 10.1109/CVPRW63382.2024.00005

Makarova, A., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Lester, M. ORCID: https://orcid.org/0000-0002-2323-1771 (2024) Learning a strategy for preference elicitation in conversational recommender systems. In: International Joint Conference on Neural Networks (IJCNN), 30 Jun - 5 Jul 2024, Yokohama, Japan. doi: 10.1109/ijcnn60899.2024.10650365

Dominguez, A. R., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2024) Structured radial basis function network: modelling diversity for multiple hypotheses prediction. In: AI-2024 Forty-fourth SGAI International Conference on Artificial Intelligence, 17-19 December 2024, Cambridge, England. (In Press)

Ihmeida, M. and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2023) Deep despeckling of SAR images to improve change detection performance. In: Artificial Intelligence XL: 43rd SGAI International Conference on Artificial Intelligence, AI 2023, 12–14 Dec 2023, Cambridge, UK, pp. 115-126. doi: 10.1007/978-3-031-47994-6_9 (Braumer, M. and Stahl, F. (eds). ISBN: 9783031479939.)