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LLEDA—Lifelong Self-Supervised Domain Adaptation
2023
Thota, M., Yi, D., Leontidis, G.
Knowledge-Based Systems , vol. 279, no. c, 110959
Contributions to Journals: Articles
Digital Object Identifier
https://doi.org/10.1016/j.knosys.2023.110959
Open Access
http://aura.abdn.ac.uk/bitstream/2164/21633/1/Leontidis_KBS_2023.pdf
Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection
2023 - Accepted/In press
Yi, D., Baltov, P., Hua, Y., Philip, S., Sharma, P.
IEEE journal of biomedical and health informatics
Contributions to Journals: Articles
Tabular Machine Learning Methods for Predicting Gas Turbine Emissions
2023
Potts, R. L., Hackney, R., Leontidis, G.
Machine Learning and Knowledge Extraction , vol. 5, no. 3, pp. 1055-1075
Contributions to Journals: Articles
Digital Object Identifier
https://doi.org/10.3390/make5030055
Open Access
http://aura.abdn.ac.uk/bitstream/2164/21518/1/make_05_00055.pdf
A Deep Learning Approach to Self-prioritization Processing
2023 - Accepted/In press
Lu, Z., Yi, D., He, X., Sui, J.
Contributions to Conferences: Papers
Domain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks
2023 - E-pub ahead of print
Hua, Y., Sui, J., Fang, H., Hu, C., Yi, D.
CAAI Transactions on Intelligence Technology
Contributions to Journals: Articles
Digital Object Identifier
https://doi.org/10.1049/cit2.12257
Open Access
http://aura.abdn.ac.uk/bitstream/2164/21638/1/Hua_etal_CAAITIT_Domain-adapted_Driving_Scene_VOR.pdf
Additional Links
View publication in Scopus
Deep Reinforcement Learning for Real-Time Assembly Planning in Robot-Based Prefabricated Construction
2023
Zhu, A., Dai, T., Xu, G., Pauwels, P., Vries, B. d., Fang, M.
IEEE Transactions on Automation Science and Engineering , vol. 20, no. 3, pp. 1515-1526
Contributions to Journals: Articles
Digital Object Identifier
https://doi.org/10.1109/TASE.2023.3236805
Learning to Solve Tasks with Exploring Prior Behaviour
2023 - Accepted/In press
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/10.48550/arXiv.2307.02889 Focus to learn more
Extended state observer-based nonsingular terminal sliding mode controller for a DC-DC buck converter with disturbances: theoretical analysis and experimental verification
2023
Wang, S., Li, S., Su, J., Li, J., Zhang, L.
International Journal of Control , vol. 96, no. 7, pp. 1661-1671
Contributions to Journals: Articles
Online
https://repository.essex.ac.uk/32677/
Digital Object Identifier
https://doi.org/10.1080/00207179.2022.2063192
Domain-adapted Driving Scene Understanding with Uncertainty-aware and Diversified GANs
2023 - Accepted/In press
Hua, Y., Sui, J., Fang, H., Hu, C., Yi, D.
CAAI Transactions on Intelligence Technology
Contributions to Journals: Articles
S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning
2023
Manova, A., Durrant, A. M., Leontidis, G.
Working Papers and Discussion Papers
Open Access
http://aura.abdn.ac.uk/bitstream/2164/20874/1/Leontidis_arxiv_Self_supervised_learning.pdf
Additional Links
https://arxiv.org/pdf/2305.11701.pdf
