Publications

Fast Accurate Fish Recognition with Deep Learning Based on a Domain-Specific Large-Scale Fish Dataset

Lin, Y., Chu, Z., Korhonen, J., Xu, J., Liu, X., Liu, J., Liu, M., Fang, L., Yang, W., Ghose, D., You, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1007/978-3-031-27077-2_40

Additional Links

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Fourier Graph Convolution Network for Time Series Prediction

Liao, L., Hu, Z., Hsu, C., Su, J.

Mathematics, vol. 11, no. 7, 1649

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.3390/math11071649

Open Access

http://aura.abdn.ac.uk/bitstreams/cac55712-6b4f-437d-87b2-e715ac6c5352/download

DKTNet: Dual-Key Transformer Network for small object detection

Xu, S., Gu, J., Hua, Y., Liu, Y.

Neurocomputing, vol. 525, pp. 29-41

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.neucom.2023.01.055

Additional Links

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Real-time tracking and counting of grape clusters in the field based on channel pruning with YOLOv5s

Shen, L., Su, J., He, R., Song, L., Huang, R., Fang, Y., Song, Y., Su, B.

Computers and Electronics in Agriculture, vol. 206, 107662

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.compag.2023.107662

Open Access

http://aura.abdn.ac.uk/bitstreams/d1f999f3-ec49-496d-9af5-c2bfb92df03c/download

Additional Links

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Nonintrusive Load Monitoring Based on Self-Supervised Learning

Chen, S., Zhao, B., Zhong, M., Luan, W., Yu, Y.

IEEE Transactions on Instrumentation and Measurement, vol. 72, 2507113

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TIM.2023.3246504

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Half of an image is enough for quality assessment

You, J., Lin, Y., Korhonen, J.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.48550/arXiv.2301.12891

Attention-Based Deep Learning Methods for Predicting Gas Turbine Emissions

Potts, R. L., Leontidis, G.

Northern Lights Deep Learning Conference 2023 (Extended Abstracts)

Contributions to Conferences: Posters

Open Access

http://aura.abdn.ac.uk/bitstreams/a0ba1da0-73a1-44cb-bbdc-edd5d31a5846/download

State-of-the-art generalisation research in NLP: a taxonomy and review

Hupkes, D., Giulianelli, M., Dankers, V., Artetxe, M., Elazar, Y., Pimentel, T., Christodoulopoulos, C., Lasri, K., Saphra, N., Sinclair, A., Ulmer, D., Schottmann, F., Batsuren, K., Sun, K., Sinha, K., Khalatbari, L., Ryskina, M., Technology, H., Cotterell, R., Jin, Z.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.48550/arXiv.2210.03050

Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions

Ghadage, A., Yi, D., Coghill, G., Pang, W.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1007/978-3-031-20650-4_4

Open Access

http://aura.abdn.ac.uk/bitstreams/58c8c4d4-5ef0-45c5-919f-b9e6f069a8cb/download

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Link to Conference

Lightweight deep learning methods for panoramic dental X-ray image segmentation

Lin, S., Hao, X., Liu, Y., Yan, D., Liu, J., Zhong, M.

Neural Computing and Applications

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1007/s00521-022-08102-7

Open Access

http://aura.abdn.ac.uk/bitstreams/43bb532d-354b-43f4-aa19-843631c81b70/download

Additional Links

View publication in Scopus