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Browsing "Australian Institute for Machine Learning publications" by Title
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Showing results 82 to 101 of 123
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Issue Date
Title
Author(s)
2018
Parallel attention: a unified framework for visual object discovery through dialogs and queries
Zhuang, B.
;
Wu, Q.
;
Shen, C.
;
Reid, I.
;
van den Hengel, A.
;
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2018 - 23 Jun 2018 : Salt Lake City, UT)
2017
Part-based robust tracking using online latent structured learning
Yao, R.
;
Shi, Q.
;
Shen, C.
;
Zhang, Y.
;
Van Den Hengel, A.
2022
Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
Tian, Y.
;
Liu, Y.
;
Pang, G.
;
Liu, F.
;
Chen, Y.
;
Carneiro, G.
;
Avidan, S.
;
Brostow, G.
;
Cisse, M.
;
Farinella, G.M.
;
Hassner, T.
;
European Conference on Computer Vision (ECCV) (23 Oct 2022 - 27 Oct 2022 : Tel Aviv, Israel)
2023
Predicting progression of Parkinson’s disease motor outcomes using a multimodal combination of baseline clinical measures, neuroimaging and biofluid markers
McNamara, A.
;
Ellul, B.
;
Baetu, I.-I.
;
Lau, S.
;
Jenkinson, M.
;
Collins-Praino, L.
;
6th World Parkinson Congress (4 Jul 2023 - 7 Jul 2023 : Barcelona, Spain)
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)
2020
Proposal-free temporal moment localization of a natural-language query in video using guided attention
Rodriguez Opazo, C.
;
Marrese-Taylor, E.
;
Saleh, F.S.
;
Li, H.
;
Gould, S.
;
IEEE Winter Conference on Applications of Computer Vision (WACV) (1 Mar 2020 - 5 Mar 2020 : Snowmass, CO, USA)
2018
Pushing the limits of deep CNNs for pedestrian detection
Hu, Q.
;
Wang, P.
;
Shen, C.
;
Van Den Hengel, A.
;
Porikli, F.
2023
Realisations of elliptic operators on compact manifolds with boundary
Bandara, L.
;
Goffeng, M.
;
Saratchandran, H.
2020
Recurrent Motion Neural Network for Low Resolution Drone Detection
Pratt, H.
;
Evans, B.
;
Rowntree, T.
;
Reid, I.
;
Wiederman, S.
;
Digital Image Computing: Techniques and Applications (DICTA) (29 Nov 2020 - 2 Dec 2020 : virtual online)
2019
Reinforcement learning with attention that works: a self-supervised approach
Manchin, A.
;
Abbasnejad, E.
;
Van Den Hengel, A.
;
Gedeon, T.
;
Wong, K.W.
;
Lee, M.
;
International Conference on Neural Information Processing (ICONIP) (12 Dec 2019 - 15 Dec 2019 : Sydney, Australia)
1998
Robust techniques for the estimation of structure from motion in the uncalibrated case
Brooks, M.J.
;
Chojnacki, W.
;
van den Hengel, A.
;
Baumela, L.
;
Burkhardt, H.
;
Neumann, B.
;
5th European Conference on Computer Vision (ECCV'98) (2 Jun 1998 - 6 Jun 1998 : Freiburg, Germany)
2017
RRD-SLAM: Radial-distorted rolling-shutter direct SLAM
Kim, J.
;
Latif, Y.
;
Reid, I.
;
IEEE International Conference on Robotics and Automation (ICRA) (29 May 2017 - 3 Jun 2017 : Singapore)
2008
Searching in space and time: a system for forensic analysis of large video repositories
Van Den Hengel, A.
;
Hill, R.
;
Detmold, H.
;
Dick, A.
;
Sorell, M.
;
White, L.
;
e-Forensics 2008 (1st : 2008 : Adelaide, Australia)
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)
2023
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images
Tian, Y.
;
Liu, F.
;
Pang, G.
;
Chen, Y.
;
Liu, Y.
;
Verjans, J.W.
;
Singh, R.
;
Carneiro, G.
2020
Self-trained deep ordinal regression for end-to-end video anomaly detection
Pang, 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)
2022
Semantic–geometric visual place recognition: a new perspective for reconciling opposing views
Garg, S.
;
Suenderhauf, N.
;
Milford, M.
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)
2017
Sequential person recognition in photo albums with a recurrent network
Li, Y.
;
Lin, G.
;
Zhuang, B.
;
Liu, L.
;
Shen, C.
;
van den Hengel, A.
;
30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) (21 Jul 2017 - 26 Jul 2017 : Honolulu, Hawaii)
2017
Solving constrained combinatorial optimization problems via MAP inference without high-order penalties
Zhang, Z.
;
Shi, Q.
;
McAuley, J.
;
Wei, W.
;
Zhang, Y.
;
Yao, R.
;
Van Den Hengel, A.
;
Thirty-first AAAI Conference on Artificial Intelligence (AAAI-17) (4 Feb 2017 - 9 Feb 2017 : San Francisco)