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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 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 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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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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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 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 |
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2021 Conference Publication Boundary guided image translation for pose estimation from ultra-low resolution thermal sensorKurihara, Kohei, Wang, Tianren, Zhang, Teng and Lovell, Brian C. (2021). Boundary guided image translation for pose estimation from ultra-low resolution thermal sensor. 25th International Conference on Pattern Recognition (ICPR), Online, 10-15 January 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR48806.2021.9412250 |
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2021 Conference Publication Deep adaptive few example learning for microscopy image cell countingLi, Meng, Zhao, Kun, Peng, Can, Hobson, Peter, Jennings, Tony and Lovell, Brian C. (2021). Deep adaptive few example learning for microscopy image cell counting. 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD, Australia, 29 November - 1 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/DICTA52665.2021.9647246 |
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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 / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, Electr Network, 2-9 February 2021. Washington, DC, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v35i1.16150 |
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2021 Conference Publication Faces à la carte: Text-to-face generation via attribute disentanglementWang, Tianren, Zhang, Teng and Lovell, Brian (2021). Faces à la carte: Text-to-face generation via attribute disentanglement. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, United States, 3-8 January 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV48630.2021.00342 |
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2021 Conference Publication Unsupervised domain adaptive object detection using forward-backward cyclic adaptationYang, Siqi, Wu, Lin, Wiliem, Arnold and Lovell, Brian C. (2021). Unsupervised domain adaptive object detection using forward-backward cyclic adaptation. 15th Asian Conference on Computer Vision, Kyoto, Japan, 30 November-4 December 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-69535-4_8 |
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2020 Conference Publication SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image ClassificationMaksoud, Sam, Zhao, Kun, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2020). SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA United States, 13-19 June 2020. Piscataway, NJ United States: IEEE. doi: 10.1109/cvpr42600.2020.00392 |
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2019 Conference Publication Early experience of depth estimation on intricate objects using generative adversarial networksSan, Wai Y. K., Zhang, Teng, Chen, Shaokang, Wiliem, Arnold, Stefanelli, Dario and Lovell, Brian C. (2019). Early experience of depth estimation on intricate objects using generative adversarial networks. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, Australia, 10-13 December 2018. New York, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615783 |
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2019 Conference Publication Deep-learning from mistakes: automating cloud class refinement for sky image segmentationDianne, Gemma, Wiliem, Arnold and Lovell, Brian C. (2019). Deep-learning from mistakes: automating cloud class refinement for sky image segmentation. 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Perth, WA, Australia, 2-4 December 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA47822.2019.8946028 |
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2019 Conference Publication Cannygan: Edge-Preserving Image Translation with Disentangled FeaturesWang, Tianren, Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2019). Cannygan: Edge-Preserving Image Translation with Disentangled Features. 2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22-25 September 2019. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/ICIP.2019.8803828 |
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2019 Conference Publication CORAL8: Concurrent object regression for area localization in medical image panelsMaksoud, Sam, Wiliem, Arnold, Zhao, Kun, Zhang, Teng, Wu, Lin and Lovell, Brian (2019). CORAL8: Concurrent object regression for area localization in medical image panels. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention, Shenzhen, China, 13-17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-32239-7_48 |
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2019 Conference Publication DGDI: a dataset for detecting glomeruli on renal direct immunofluorescenceZhao, Kun, Tang, Yu Ji Jerry, Zhang, Teng, Carvajal, Johanna, Smith, Daniel F., Wiliem, Arnold, Hobson, Peter, Jennings, Anthony and Lovell, Brian C. (2019). DGDI: a dataset for detecting glomeruli on renal direct immunofluorescence. 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, ACT, Australia, 10-13 December 2018. New York, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA.2018.8615769 |
