Publications | The School of Natural and Computing Sciences

Robust distance measurement using illumination map estimation and MAHNet in underground coal mines

2024 - E-pub ahead of print

Zhang, J., Li, J., Liu, H., Wang, H., Yi, D., Liu, X., Li, Q.

Measurement Science and Technology

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1088/1361-6501/ad25e0

A Mahalanobis Distance-based Approach for Dynamic Multi-objective Optimization with Stochastic Changes

2024

Hu, Y., Zheng, J., Jiang, S., Yang, S., Zou, J., Wang, R.

IEEE Transactions on Evolutionary Computation, vol. 28, no. 1, pp. 238-251

Contributions to Journals: Abstracts

Digital Object Identifier: https://doi.org/10.1109/TEVC.2023.3253850
Additional Links: View publication in Scopus

Cross Domain Policy Transfer with Effect Cycle-Consistency

2024 - Accepted/In press

Zhu, R., Dai, T., Celiktutan, O.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

High Resolution Image Quality Database

2024

Huang, H., Wan, Q., Korhonen, J.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2401.16087
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22858/1/2401.16087v1.pdf

Wavelet-based Network for High Dynamic Range Imaging

2024

Dai, T., Li, W., Cao, X., Liu, J., Jia, X., Leonardis, A., Yan, Y., Yuan, S.

Computer Vision and Image Understanding, 103881

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S1077314223002618
Digital Object Identifier: https://doi.org/10.1016/j.cviu.2023.103881
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22160/1/Dai_Etal_CVIU_Wavelet-based_Network_For_VOR.pdf

Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation

2024

Xu, S., Zhang, L., Jiang, G., Hua, Y., Liu, Y.

Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.32604/cmc.2023.045853
Additional Links: View publication in Scopus

Learning to Solve Tasks with Exploring Prior Behaviour

2023

Zhu, R., Li, S., Dai, T., Zhang, C., Celiktutan, O.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/IROS55552.2023.10342272
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22710/1/IROS_2023.pdf

Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT

2023 - E-pub ahead of print

Yi, D., Hua, Y., Murchie, P., Sharma, P.

IEEE journal of biomedical and health informatics

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3340201
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22588/1/Yi_etal_JBHI_Label-Free_Medical_Image_AAM.pdf
Additional Links: View publication in Scopus

Model pruning enables localized and efficient federated learning for yield forecasting and data sharing

2024

Li, A. H., Markovic, M., Edwards, P., Leontidis, G.

Expert Systems with Applications, vol. 242, pp. 1-12

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.eswa.2023.122847
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22372/1/Leontidis_1-s2.0-S0957417423033493-main.pdf
Additional Links: https://www.sciencedirect.com/science/article/pii/S0957417423033493

ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method

2023

Everett, M. A., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, pp. 1-13

Contributions to Journals: Articles

Open Access: http://aura.abdn.ac.uk/bitstream/2164/22359/1/1535_protocaps_a_fast_and_non_itera.pdf
Additional Links: https://openreview.net/pdf?id=Id10mlBjcx