Publications

Masked Capsule Autoencoders

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

Transactions on Machine Learning Research, pp. 1-15

Contributions to Journals: Articles

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24826/1/2951_Masked_Capsule_Autoencode.pdf

Additional Links

https://openreview.net/forum?id=JHxrh00W1j

Exploring the use of biphasic quantitative thoracic computed tomography to evaluate halo-pelvic traction in managing severe adolescent idiopathic scoliosis

Zhou, J., Zhao, Z., Cai, Q., Zhong, M.

Quantitative Imaging in Medicine and Surgery, vol. 14, no. 12, pp. 8429-8442

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.21037/qims-24-568

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24873/1/Zhou_etal_QIMS_Exploring_The_Use_VoR.pdf

Additional Links

View publication in Scopus

Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification

Li, Y., Sharma, P., Leontidis, G., Yi, D.

Contributions to Journals: Conference Articles

Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives

Markovic, M., Li, A. H., Ayall, T. A., Watson, N. J., Bowler, A. L., Woods, M., Edwards, P., Ramsey, R., Beddows, M. A., Kuhnert, M., Leontidis, G.

Sensors, vol. 24, no. 2024, 7327

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.3390/s24227327

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24638/1/sensors-24-07327.pdf

3DTA: No-Reference 3D Point Cloud Quality Assessment with Twin Attention

Zhu, L., Cheng, J., Wang, X., Su, H., Yang, H., Yuan, H., Korhonen, J.

IEEE Transactions on Multimedia, vol. 26, pp. 10489 - 10502

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TMM.2024.3407698

Additional Links

View publication in Scopus

Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions

Markovic, M., Germano, S., Garijo, D., Edwards, P., Li, A., Ayall, T. A., Ramsey, R., Leontidis, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Enhanced Multi-Branch Learning for Long-Tailed Image Recognition

Yi, D.

Multimedia Systems

Contributions to Journals: Articles

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Transactions on Machine Learning Research, pp. 1-16

Contributions to Journals: Articles

Online

https://openreview.net/forum?id=y8qGOvUn1r

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24407/1/3016_LeOCLR_Leveraging_Origina.pdf

Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise

Khanal, B., Dai, T., Bhattarai, B., Linte, C. A.

Contributions to Conferences: Papers

Digital Object Identifier

https://doi.org/10.1007/978-3-031-72120-5_4

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24878/1/Khanal_etal_MICCAI_Active_Label_Refinement_AAM.pdf

Polar Contrast Attention and Skip Cross-channel Aggregation for Efficient Learning in U-Net

Lawal, M., Yi, D.

Computers in Biology and Medicine, vol. 181, 109047

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.compbiomed.2024.109047

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24116/1/Lawal_etal_CBM_Polar_Contrast_Attention_VoR.pdf