Publications
Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.
- Guo, Z, Li, W, Qian, Y, Arandelovic, O & Fang, L 2024, 'A white-box false positive adversarial attack method on contrastive loss based offline handwritten signature verification models', Paper presented at 27th International Conference on Artificial Intelligence and Statistics, Valencia, Spain, 2/05/24 - 4/05/24. https://doi.org/10.48550/arXiv.2308.08925
- Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
- Eccles, BJ, Rodgers, P, Kilpatrick, P, Spence, I & Varghese, B 2024, 'DNNShifter: an efficient DNN pruning system for edge computing', Future Generation Computer Systems, vol. 152, pp. 43-54. https://doi.org/10.48550/arXiv.2309.06973, https://doi.org/10.1016/j.future.2023.09.025
- Wu, D, Ullah, R, Rodgers, P, Kilpatrick, P, Spence, I & Varghese, B 2024, 'EcoFed: efficient communication for DNN partitioning-based federated learning', IEEE Transactions on Parallel and Distributed Systems, vol. Early Access, 10380682. https://doi.org/10.1109/TPDS.2024.3349617
- Chhetri, TR, Dehury, CK, Varghese, B, Fensel, A, Srirama, SN & DeLong, RJ 2024, 'Enabling privacy-aware interoperable and quality IoT data sharing with context', Future Generation Computer Systems, vol. 157, pp. 164-179. https://doi.org/10.1016/j.future.2024.03.039
- Howie, J & Konovalov, O 2024, Generalised triangle groups of type (2,3,2) with no cyclic essential representations. in Festschrift in honour of Gerhard Rosenberger's 80th birthday. de Gruyter, Berlin.
- Geel, J, Van Zyl, A, du Plessis, J, Hendricks, M, Goga, Y, Carr, A, Neethling, B, Hramyka, A, Omar, F, Mathew, R, Louw, L, Naidoo, T, Ngcana, T, Schickerling, T, Netshituni , V, Madzhia, E, du Plessis, L, Kelsey, T, Ballot, D & Metzger, M 2024, 'Improved survival of children and adolescents with classical Hodgkin lymphoma treated on a harmonised protocol in South Africa', Pediatric Blood & Cancer, vol. 71, no. 1, e30712. https://doi.org/10.1002/pbc.30712
- Dimitriou, N, Arandelovic, O & Harrison, DJ 2024, 'Magnifying networks for histopathological images with billions of pixels', Diagnostics, vol. 14, no. 5, 524. https://doi.org/10.3390/diagnostics14050524
- McHale, CT, Cruickshank, S, Brown, T, Torrens, C, Armes, J, Fenlon, D, Banks, E, Kelsey, T & Humphris, GM 2024, 'Mini-AFTERc: a controlled pilot trial of a nurse-led psychological intervention for fear of breast cancer recurrence', Pilot and Feasibility Studies, vol. 10, 3. https://doi.org/10.1186/s40814-023-01431-x
- Abdulrahim Kadi, H & Terzić, K 2024, PlaNet-ClothPick: effective fabric flattening based on latent dynamic planning. in 2024 IEEE/SICE International Symposium on System Integration (SII) ., 10417545, IEEE/SICE International Symposium on System Integration (SII), IEEE, pp. 972-979, 2024 16th IEEE/SICE International Symposium on System Integration, Ha Long, Vietnam, 8/01/24. https://doi.org/10.1109/SII58957.2024.10417545