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Adelaide Research & Scholarship
Adelaide Research & Scholarship
Browsing "Australian Institute for Machine Learning" by By Date
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Showing results 21 to 40 of 123
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Issue Date
Title
Author(s)
2022
Hip osteoarthritis: A novel network analysis of subchondral trabecular bone structures
Dorraki, M.
;
Muratovic, D.
;
Fouladzadeh, A.
;
Verjans, J.W.
;
Allison, A.
;
Findlay, D.M.
;
Abbott, D.
;
Yooseph, S.
2022
Dynamic Convolution for 3D Point Cloud Instance Segmentation
He, T.
;
Shen, C.
;
Hengel, A.V.D.
2022
Globally optimal shape and spin pole determination with lightcurve inversion
Chng, C.-K.
;
Sasdelli, M.
;
Chin, T.-J.
2021
Deep learning for anomaly detection: challenges, methods, and opportunities
Pang, G.
;
Cao, L.
;
Aggarwal, C.
;
ACM International Conference on Web Search and Data Mining (WSDM) (8 Mar 2021 - 12 Mar 2021 : virtual online)
2021
Oriole: Thwarting Privacy Against Trustworthy Deep Learning Models
Chen, 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)
2021
Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification
Liu, 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)
2021
The IKEA ASM Dataset: Understanding people assembling furniture through actions, objects and pose
Ben-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)
2021
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change
Zaffar, M.
;
Garg, S.
;
Milford, M.
;
Kooij, J.
;
Flynn, D.
;
McDonald-Maier, K.
;
Ehsan, S.
2021
Probabilistic task modelling for Meta-Learning
Nguyen, C.C.
;
Do, T.-T.
;
Carneiro, G.
;
Conference of Uncertainty on Artificial Intelligence (UAI) (27 Jul 2021 - 30 Jul 2021 : online)
2021
Human-AI interactive and continuous sensemaking: A case study of image classification using scribble attention maps
Shen, 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)
2021
Unshuffling Data for Improved Generalization in Visual Question Answering
Teney, D.
;
Abbasnejad, E.
;
van den Hengel, A.
;
IEEE/CVF International Conference on Computer Vision (ICCV) (11 Oct 2021 - 17 Oct 2021 : Virtual Online)
2021
Wind turbine power output prediction using a new hybrid neuro-evolutionary method
Neshat, M.
;
Nezhad, M.M.
;
Abbasnejad, E.
;
Mirjalili, S.
;
Groppi, D.
;
Heydari, A.
;
Tjernberg, L.B.
;
Astiaso Garcia, D.
;
Alexander, B.
;
Shi, Q.
;
Wagner, M.
2021
A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs
Hu, Y.
;
Zhang, Z.
;
Yao, Y.
;
Huyan, X.
;
Zhou, X.
;
Lee, W.S.
2021
The holonomy groupoids of singularly foliated bundles
MacDonald, L.E.
2020
Attention-based network for low-light image enhancement
Zhang, 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)
2020
Blindly assess image quality in the wild guided by a self-adaptive hyper network
Su, 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)
2020
Semi-supervised multi-domain multi-task training for metastatic colon lymph node diagnosis from abdominal CT
Glaser, 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)
2020
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison
Li, 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)
2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law
Teney, 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)
2020
V-PROM: A benchmark for visual reasoning using visual progressive matrices
Teney, 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)