Australian Institute for Machine Learning publications :
123
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Collection's Items (Sorted by Issue Date in Descending order): 21 to 40 of 123
PreviewIssue DateTitleAuthor(s)
2022Hip osteoarthritis: A novel network analysis of subchondral trabecular bone structuresDorraki, M.; Muratovic, D.; Fouladzadeh, A.; Verjans, J.W.; Allison, A.; Findlay, D.M.; Abbott, D.; Yooseph, S.
2022Dynamic Convolution for 3D Point Cloud Instance SegmentationHe, T.; Shen, C.; Hengel, A.V.D.
2022Globally optimal shape and spin pole determination with lightcurve inversionChng, C.-K.; Sasdelli, M.; Chin, T.-J.
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)
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)
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)
2021The IKEA ASM Dataset: Understanding people assembling furniture through actions, objects and poseBen-Shabat, Y.; Yu, X.; Saleh, F.; Campbell, D.; Rodriguez Opazo, C.; Li, H.; Gould, S.; IEEE Winter Conference on Applications of Computer Vision (WACV) (3 Jan 2021 - 9 Jan 2021 : virtual online)
2021VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance ChangeZaffar, M.; Garg, S.; Milford, M.; Kooij, J.; Flynn, D.; McDonald-Maier, K.; Ehsan, S.
2021Probabilistic task modelling for Meta-LearningNguyen, C.C.; Do, T.-T.; Carneiro, G.; Conference of Uncertainty on Artificial Intelligence (UAI) (27 Jul 2021 - 30 Jul 2021 : 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)
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)
2021Wind turbine power output prediction using a new hybrid neuro-evolutionary methodNeshat, M.; Nezhad, M.M.; Abbasnejad, E.; Mirjalili, S.; Groppi, D.; Heydari, A.; Tjernberg, L.B.; Astiaso Garcia, D.; Alexander, B.; Shi, Q.; Wagner, M.
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.
2021The holonomy groupoids of singularly foliated bundlesMacDonald, L.E.
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)
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)
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)
2020On the Value of Out-of-Distribution Testing: An Example of Goodhart's LawTeney, D.; Kafle, K.; Shrestha, R.; Abbasnejad, E.; Kanan, C.; Hengel, A.V.D.; Larochelle, H.; Ranzato, M.; Hadsell, R.; Balcan, M.F.; Lin, H.; Conference on Neural Information Processing Systems (NeurIPS) (6 Dec 2020 - 12 Dec 2020 : Virtual, Online)
2020V-PROM: A benchmark for visual reasoning using visual progressive matricesTeney, D.; Wang, P.; Cao, J.; Liu, L.; Shen, C.; Van Den Hengel, A.; Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) (7 Feb 2020 - 12 Feb 2020 : New York, USA)
Collection's Items (Sorted by Issue Date in Descending order): 21 to 40 of 123