Australian Institute for Machine Learning publications :
89
Collection home page

Subscribe to this collection to receive daily e-mail notification of new additions RSS Feed RSS Feed RSS Feed
Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 89
PreviewIssue DateTitleAuthor(s)
2022Globally optimal shape and spin pole determination with lightcurve inversionChng, C.-K.; Sasdelli, M.; Chin, T.-J.
2022Deep graph-level anomaly detection by glocal knowledge distillationMa, R.; Pang, G.; Chen, L.; Van Den Hengel, A.; ACM International Conference on Web Search and Data Mining (21 Feb 2022 - 25 Feb 2022 : Tempe, AZ, USA (Virtual online))
2022ForeSI: Success-Aware Visual Navigation AgentKazemi Moghaddam, M.; Abbasnejad, E.; Wu, Q.; Qinfeng Shi, J.; Van Den Hengel, A.; IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (4 Jan 2022 - 8 Jan 2022 : Waikoloa, Hawaii)
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.
2021Oriole: Thwarting Privacy Against Trustworthy Deep Learning ModelsChen, L.; Wang, H.; Zhao, B.Z.H.; Xue, M.; Qian, H.; Baek, J.; Ruj, S.; Australasian Conference on Information Security and Privacy (ACISP) (1 Dec 2021 - 3 Dec 2021 : virtual online)
2021Unshuffling Data for Improved Generalization in Visual Question AnsweringTeney, D.; Abbasnejad, E.; van den Hengel, A.; IEEE/CVF International Conference on Computer Vision (ICCV) (11 Oct 2021 - 17 Oct 2021 : Virtual Online)
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)
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)
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)
Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 89