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2024 Journal Article Domain-aware triplet loss in domain generalizationGuo, Kaiyu and Lovell, Brian C. (2024). Domain-aware triplet loss in domain generalization. Computer Vision and Image Understanding, 243 103979, 103979. doi: 10.1016/j.cviu.2024.103979 |
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2023 Conference Publication Uncertainty-guided cross-modality semi-supervised learning for MRI segmentationLi, Chaoyi and Lovell, Brian C. (2023). Uncertainty-guided cross-modality semi-supervised learning for MRI segmentation. 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Port Macquarie, NSW, Australia, 28 November - 1 December 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/dicta60407.2023.00018 |
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2023 Journal Article Antisunward streaming westward Sub‐Auroral Ion Drifts (SAID) developed in the postmidnight (1‐4) magnetic local time sector during 2013Horvath, Ildiko and Lovell, Brian C. (2023). Antisunward streaming westward Sub‐Auroral Ion Drifts (SAID) developed in the postmidnight (1‐4) magnetic local time sector during 2013. Journal of Geophysical Research: Space Physics, 128 (9) e2023JA031808. doi: 10.1029/2023ja031677 |
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2023 Conference Publication Knowing the unknown: open-set bacteria classification in gram stain microscopic imagesAlhammad, Sarah and Lovell, Brian C. (2023). Knowing the unknown: open-set bacteria classification in gram stain microscopic images. 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, QLD, Australia, 18-23 June 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn54540.2023.10191073 |
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2023 Journal Article DIODE: dilatable incremental object detectionPeng, Can, Zhao, Kun, Maksoud, Sam, Wang, Tianren and Lovell, Brian C. (2023). DIODE: dilatable incremental object detection. Pattern Recognition, 136 109244, 109244. doi: 10.1016/j.patcog.2022.109244 |
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2023 Journal Article Sub‐Auroral Ion Drifts (SAID) Developed Over the Northern Winter Hemisphere at Dawn During 2016–2017Horvath, Ildiko and Lovell, Brian C. (2023). Sub‐Auroral Ion Drifts (SAID) Developed Over the Northern Winter Hemisphere at Dawn During 2016–2017. Journal of Geophysical Research: Space Physics, 128 (4) e2022JA031228, 1-18. doi: 10.1029/2022ja031228 |
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2023 Journal Article Subauroral flows and associated magnetospheric and ionospheric phenomena developed during 7‐8 September 2017Horvath, Ildiko and Lovell, Brian C. (2023). Subauroral flows and associated magnetospheric and ionospheric phenomena developed during 7‐8 September 2017. Journal of Geophysical Research: Space Physics, 128 (3) e2022JA030966, 1-20. doi: 10.1029/2022ja030966 |
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2023 Journal Article Abnormal Sub‐Auroral Ion Drifts (ASAID) developed in various inner‐magnetosphere configurations at geomagnetically quiet timesHorvath, Ildiko and Lovell, Brian C. (2023). Abnormal Sub‐Auroral Ion Drifts (ASAID) developed in various inner‐magnetosphere configurations at geomagnetically quiet times. Journal of Geophysical Research: Space Physics, 128 (1) ARTN e2022JA031004, 1-19. doi: 10.1029/2022ja031004 |
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2023 Conference Publication End to end generative meta curriculum learning for medical data augmentationLi, Meng, Li, Chaoyi, Peng, Can, Liu, Liangchen and Lovell, Brian (2023). End to end generative meta curriculum learning for medical data augmentation. 30th IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 8-11 October 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICIP49359.2023.10222093 |
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2023 Conference Publication Dynamic curriculum learning via in-domain uncertainty for medical image classificationLi, Chaoyi, Li, Meng, Peng, Can and Lovell, Brian C. (2023). Dynamic curriculum learning via in-domain uncertainty for medical image classification. MICCAI 2023: 26th International Conference, Vancouver, BC, Canada, 8-12 October 2023. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-43904-9_72 |
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2022 Journal Article Duskside sub‐auroral polarization streams (SAPS) and dawnside subauroral flows during the magnetically quiet 24 November and moderately active 25–27 November 2008Horvath, Ildiko and Lovell, Brian C. (2022). Duskside sub‐auroral polarization streams (SAPS) and dawnside subauroral flows during the magnetically quiet 24 November and moderately active 25–27 November 2008. Journal of Geophysical Research: Space Physics, 127 (12) ARTN e2022JA030609. doi: 10.1029/2022ja030609 |
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2022 Journal Article Newly formed dawnside, duskside, and nightside subauroral flows developed during magnetically active timesHorvath, Ildiko and Lovell, Brian C. (2022). Newly formed dawnside, duskside, and nightside subauroral flows developed during magnetically active times. Journal of Geophysical Research: Space Physics, 127 (10) e2021JA030215, 1-21. doi: 10.1029/2021ja030215 |
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2022 Conference Publication MedViTGAN: end-to-end conditional GAN for histopathology image augmentation with vision transformersLi, Meng, Li, Chaoyi, Hobson, Peter, Jennings, Tony and Lovell, Brian C. (2022). MedViTGAN: end-to-end conditional GAN for histopathology image augmentation with vision transformers. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA), Montreal, Canada, 21-25 August 2022. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr56361.2022.9956431 |
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2022 Conference Publication Efficient cell labelling for gram stain WSIsAlhammad, Sarah, Zhang, Teng, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2022). Efficient cell labelling for gram stain WSIs. 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 21-25 August 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr56361.2022.9956490 |
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2022 Conference Publication Few-Shot Class-Incremental Learning from an Open-Set PerspectivePeng, Can, Zhao, Kun, Wang, Tianren, Li, Meng and Lovell, Brian C. (2022). Few-Shot Class-Incremental Learning from an Open-Set Perspective. 17th European Conference on Computer Vision - ECCV 2022, Tel Aviv, Israel, 23–27 October 2022. Cham, Switzlerland: Springer Nature. doi: 10.1007/978-3-031-19806-9_22 |
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2021 Conference Publication Efficient DNN-Based Classification of Whole Slide Gram Stain Images for MicrobiologyAlhammad, Sarah, Zhao, Kun, Jennings, Anthony, Hobson, Peter, Smith, Daniel F., Baker, Brett, Staweno, Justin and Lovell, Brian C. (2021). Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology. 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD Australia, 29 November - 1 December 2021. Piscataway, NJ United States: IEEE. doi: 10.1109/dicta52665.2021.9647415 |
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2021 Journal Article SID: Incremental learning for anchor-free object detection via Selective and Inter-related DistillationPeng, Can, Zhao, Kun, Maksoud, Sam, Li, Meng and Lovell, Brian C. (2021). SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation. Computer Vision and Image Understanding, 210 103229, 103229. doi: 10.1016/j.cviu.2021.103229 |
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2021 Journal Article Investigating the coupled Magnetosphere‐Ionosphere‐Thermosphere (M‐I‐T) system’s responses to the 20 November 2003 superstormHorvath, Ildiko and Lovell, Brian C. (2021). Investigating the coupled Magnetosphere‐Ionosphere‐Thermosphere (M‐I‐T) system’s responses to the 20 November 2003 superstorm. Journal of Geophysical Research: Space Physics, 126 (9) e2021JA029215. doi: 10.1029/2021ja029215 |
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2021 Journal Article Subauroral flow channel structures and auroral undulations triggered by Kelvin‐Helmholtz wavesHorvath, Ildiko and Lovell, Brian C. (2021). Subauroral flow channel structures and auroral undulations triggered by Kelvin‐Helmholtz waves. Journal of Geophysical Research: Space Physics, 126 (6) e2021JA029144. doi: 10.1029/2021ja029144 |
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2021 Conference Publication Minimizing labeling cost for nuclei instance segmentation and classification with cross-domain images and weak labelsYang, Siqi, Zhang, Jun, Huang, Junzhou, Lovell, Brian C. and Han, Xiao (2021). Minimizing labeling cost for nuclei instance segmentation and classification with cross-domain images and weak labels. 35th AAAI Conference on Artificial Intelligence, AAAI 2021, Virtual, 2-9 February 2021. Menlo Park, CA, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i1.16150 |
