Australian Institute for Machine Learning publications :
82
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Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 82
PreviewIssue DateTitleAuthor(s)
2021A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphsHu, Y.; Zhang, Z.; Yao, Y.; Huyan, X.; Zhou, X.; Lee, W.S.
2021Deep learning for anomaly detection: challenges, methods, and opportunitiesPang, G.; Cao, L.; Aggarwal, C.; ACM International Conference on Web Search and Data Mining (WSDM) (8 Mar 2021 - 12 Mar 2021 : virtual online)
2021Human-AI interactive and continuous sensemaking: A case study of image classification using scribble attention mapsShen, H.; Liao, K.; Liao, Z.; Doornberg, J.; Qiao, M.; Van Den Hengel, A.; Verjans, J.W.; Kitamura, Y.; Quigley, A.; Isbister, K.; Igarashi, T.; International Conference on Human Factors in Computing Systems (CHI) (8 May 2021 - 13 May 2021 : virtual online)
2021The holonomy groupoids of singularly foliated bundlesMacDonald, L.E.
2020Adaptive importance learning for improving lightweight image super-resolution networkZhang, L.; Wang, P.; Shen, C.; Liu, L.; Wei, W.; Zhang, Y.; van den Hengel, A.
2020Attention-based network for low-light image enhancementZhang, C.; Yan, Q.; Zhu, Y.; Li, X.; Sun, J.; Zhang, Y.; IEEE International Conference on Multimedia and Expo (ICME) (6 Jul 2020 - 10 Jul 2020 : virtual online)
2020Blindly assess image quality in the wild guided by a self-adaptive hyper networkSu, S.; Yan, Q.; Zhu, Y.; Zhang, C.; Ge, X.; Sun, J.; Zhang, Y.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (14 Jun 2020 - 19 Jun 2020 : virtual online)
2020ABCNet: Real-time scene text spotting with adaptive Bezier-curve networkLiu, Y.; Chen, H.; Shen, C.; He, T.; Jin, L.; Wang, L.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (14 Jun 2020 - 19 Jun 2020 : virtual online)
2020AIML at VQA-Med 2020: Knowledge inference via a skeleton-based sentence mapping approach for medical domain visual question answeringLiao, Z.; Wu, Q.; Shen, C.; Van Den Hengel, A.; Verjans, J.; Cappellato, L.; Eickhoff, C.; Ferro, N.; Névéol, A.; International Conference of the CLEF Initiative (CLEF) (22 Sep 2020 - 25 Sep 2020 : virtual online)
2020On the general value of evidence, and bilingual scene-text visual question answeringWang, X.; Liu, Y.; Shen, C.; Ng, C.C.; Luo, C.; Jin, L.; Chan, C.S.; Van Den Hengel, A.; Wang, L.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (14 Jun 2020 - 19 Jun 2020 : Virtual online)
2020Semi-supervised multi-domain multi-task training for metastatic colon lymph node diagnosis from abdominal CTGlaser, S.; Maicas Suso, G.; Bedrikovetski, S.; Sammour, T.; Carneiro, G.; IEEE International Symposium on Biomedical Imaging (ISBI) (3 Apr 2020 - 7 Apr 2020 : Iowa City, Iowa, USA)
2020Heterogeneous univariate outlier ensembles in multidimensional dataPang, G.; Cao, L.
2020Self-trained deep ordinal regression for end-to-end video anomaly detectionPang, G.; Yan, C.; Shen, C.; van den Hengel, A.; Bai, X.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (14 Jun 2020 - 19 Jun 2020 : Virtual online)
2020Accurate tensor completion via adaptive low-rank representationZhang, L.; Wei, W.; Shi, Q.; Shen, C.; van den Hengel, A.; Zhang, Y.
2020Approximate Fisher information matrix to characterise the training of deep neural networksLiao, Z.; Drummond, T.; Reid, I.; Carneiro, G.
2020Learning what makes a difference from counterfactual examples and gradient supervisionTeney, D.; Abbasnejad, M.; Van Den Hengel, A.; Vedaldi, A.; Bischof, H.; Brox, T.; Frahm, J.-M.; European Conference on Computer Vision Workshops (ECCV) (23 Aug 2020 - 28 Aug 2020 : virtual online)
2020Medical data inquiry using a question answering modelLiao, Z.; Liu, L.; Wu, Q.; Teney, D.; Shen, C.; Van Den Hengel, A.; Verjans, J.; IEEE International Symposium on Biomedical Imaging (ISBI) (3 Apr 2020 - 7 Apr 2020 : Iowa City, USA)
2020Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods ComparisonLi, D.; Rodriguez Opazo, C.; Yu, X.; Li, H.; IEEE Winter Conference on Applications of Computer Vision (WACV) (1 Mar 2020 - 5 Mar 2020 : Snowmass Village, CO, USA)
2019Visual question answering as reading comprehensionLi, H.; Wang, P.; Shen, C.; Van Den Hengel, A.; IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (15 Jun 2019 - 20 Jun 2019 : Long Beach, USA)
2019Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object TrackingLi, X.; Zhao, L.; Ji, W.; Wu, Y.; Wu, F.; Yang, M.; Tao, D.; Reid, I.
Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 82