Australian Institute for Machine Learning publications :
96
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Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 96
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)
2022V2C: Visual Voice CloningChen, Q.; Tan, M.; Qi, Y.; Zhou, J.; Li, Y.; Wu, Q.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2022 - 24 Jun 2022 : New Orleans, Louisiana)
2022ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image ClassificationLiu, F.; Tian, Y.; Chen, Y.; Liu, Y.; Belagiannis, V.; Carneiro, G.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2022 - 24 Jun 2022 : New Orleans, Louisiana)
2022A New Higher Order Yang-Mills-Higgs Flow on Riemannian 4-ManifoldsSaratchandran, H.; Zhang, J.; Zhang, P.
2022UniMiSS: Universal Medical Self-supervised Learning via Breaking Dimensionality BarrierXie, Y.; Zhang, J.; Xia, Y.; Wu, Q.; Avidan, S.; Brostow, G.; Cisse, M.; Farinella, G.M.; Hassner, T.; 17th European Conference on Computer Vision (ECCV) (23 Oct 2022 - 27 Oct 2022 : Tel Aviv)
2022Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving ScenesTian, Y.; Liu, Y.; Pang, G.; Liu, F.; Chen, Y.; Carneiro, G.; Avidan, S.; Brostow, G.; Cisse, M.; Farinella, G.M.; Hassner, T.; 17th European Conference on Computer Vision (ECCV) (23 Oct 2022 - 27 Oct 2022 : Tel Aviv)
2022What Can Robotics Research Learn from Computer Vision Research?Corke, P.; Dayoub, F.; Hall, D.; Skinner, J.; Sünderhauf, N.; Asfour, T.; Yoshida, E.; Park, J.; Christensen, H.; Khatib, O.; International Symposium of Robotic Research (ISRR) (6 Oct 2019 - 10 Oct 2019 : Hanoi, Vietnam)
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)
2021Self-supervised Mean Teacher for Semi-supervised Chest X-Ray ClassificationLiu, F.; Tian, Y.; Cordeiro, F.R.; Belagiannis, V.; Reid, I.; Carneiro, G.; Lian, C.; Cao, X.; Rekik, I.; Xu, X.; Yan, P.; 12th International Workshop, Machine Learning in Medical Imaging (MLMI) (27 Sep 2021 - 27 Sep 2021 : Strasbourg, France)
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)
Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 96