Publications

Masked Capsule Autoencoders

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

Transactions on Machine Learning Research, pp. 1-15

Contributions to Journals: Articles

Online

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

Open Access

http://aura.abdn.ac.uk/bitstreams/7d6c983d-e42c-4c70-adb0-a323e95064f4/download

Additional Links

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

Control and Applications of Intelligent Unmanned Aerial Vehicles

Yan, Y., Yi, D., Lu, H., Gao, L.

Electronics (Switzerland), vol. 14, no. 2, 375

Contributions to Journals: Editorials

Digital Object Identifier

https://doi.org/10.3390/electronics14020375

Open Access

http://aura.abdn.ac.uk/bitstreams/49465658-3b6f-411a-92cb-7181d1554dc8/download

Additional Links

View publication in Scopus

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/bitstreams/6649f238-0896-4284-84a9-27ed30879cf2/download

Additional Links

View publication in Scopus

NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision

Pokhrel, S., Bhandari, S., Ali, S., Lambrou, T., Nguyen, A., Shrestha, Y. R., Watson, A., Stoyanov, D., Gyawali, P., Bhattarai, B.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.48550/arXiv.2412.01590

Open Access

http://aura.abdn.ac.uk/bitstreams/737aa305-d4d1-43dc-8184-9bf8a2022260/download

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

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

Contributions to Journals: Conference Articles

Open Access

http://aura.abdn.ac.uk/bitstreams/00ea8995-60d4-4777-810d-f805dd2cb002/download

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/bitstreams/56c28a6a-f00e-40ac-bba6-09604d02fea9/download

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.

Contributions to Journals: Conference Articles

Online

https://ceur-ws.org/Vol-3828/paper31.pdf

Open Access

http://aura.abdn.ac.uk/bitstreams/8933a31f-de0d-4382-8d8d-c6d04b6473a2/download

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/bitstreams/addb9cc4-62ce-48f8-90f5-55bc1c9202f3/download

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/bitstreams/9adba5b0-2cdb-4f9b-a279-10ad16dd83c8/download