Australian Institute for Machine Learning publications :
53
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Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 53
PreviewIssue DateTitleAuthor(s)
2019MPTV: matching pursuit based total variation minimization for image deconvolutionGong, D.; Tan, M.; Shi, Q.; van den Hengel, A.; Zhang, Y.
2019Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object TrackingLi, X.; Zhao, L.; Ji, W.; Wu, Y.; Wu, F.; Yang, M.; Tao, D.; Reid, I.
2019Unsupervised domain adaptation using robust class-wise matchingZhang, L.; Wang, P.; Wei, W.; Lu, H.; Shen, C.; van den Hengel, A.; Zhang, Y.
2019Discriminative clustering of high-dimensional data using generative modelingAbdi, M.; Lim, C.; Mohamed, S.; Nahavandi, S.; Abbasnejad, E.; Van Den Hengel, A.; IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) (05 Aug 2018 - 08 Aug 2018 : Windsor, Canada)
2018Pushing the limits of deep CNNs for pedestrian detectionHu, Q.; Wang, P.; Shen, C.; Van Den Hengel, A.; Porikli, F.
2018Deep regression tracking with shrinkage lossLu, X.; Ma, C.; Ni, B.; Yang, X.; Reid, I.; Yang, M.; European Conference on Computer Vision (ECCV) (08 Sep 2018 - 14 Sep 2018 : Munich)
2018Bayesian semantic instance segmentation in open set worldPham, T.; Vijay Kumar, B.; Do, T.; Carneiro, G.; Reid, I.; European Conference on Computer Vision (ECCV) (08 Sep 2018 - 14 Sep 2018 : Munich)
2018Multi-modal cycle-consistent generalized zero-shot learningFelix, R.; Vijay Kumar, B.; Reid, I.; Carneiro, G.; 15th European Conference on Computer Vision (ECCV 2018) (08 Sep 2018 - 14 Sep 2018 : Munich)
2018Approximate Fisher information matrix to characterise the training of deep neural networksLiao, Z.; Drummond, T.; Reid, I.; Carneiro, G.
2018Efficient dense point cloud object reconstruction using deformation vector fieldsLi, K.; Pham, T.; Zhan, H.; Reid, I.; European Conference on Computer Vision (ECCV) (08 Sep 2018 - 14 Sep 2018 : Munich, Germany)
2018An embarrassingly simple approach to visual domain adaptationLu, H.; Shen, C.; Cao, Z.; Xiao, Y.; Van Den Hengel, A.
2018A Bayesian data augmentation approach for learning deep modelsTran, T.; Pham, T.; Carneiro, G.; Palmer, L.; Reid, I.; NIPS Foundation Inc (04 Dec 2017 - 09 Dec 2017 : Long Beach, CA)
2018Bottom-up and top-down attention for image captioning and visual question answeringAnderson, P.; He, X.; Buehler, C.; Teney, D.; Johnson, M.; Gould, S.; Zhang, L.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2018 - 23 Jun 2018 : Salt Lake City, UT)
2018Goal-oriented visual question generation via intermediate rewardsZhang, J.; Wu, Q.; Shen, C.; Zhang, J.; Lu, J.; van den Hengel, A.; 15th European Conference on Computer Vision (ECCV 2018) (08 Sep 2018 - 14 Sep 2018 : Munich)
2018Training medical image analysis systems like radiologistsMaicas Suso, G.; Bradley, A.; Nascimento, J.; Reid, I.; Carneiro, G.; 21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (16 Sep 2018 - 20 Sep 2018 : Granada)
2018Learning representations of ultrahigh-dimensional data for random distance-based outlier detectionPang, G.; Cao, L.; Chen, L.; Liu, H.; International Conference on Knowledge Discovery and Data Mining (KDD) (19 Aug 2018 - 23 Aug 2018 : London, UK)
2018Visual Question Answering as a meta learning taskTeney, D.; Van Den Hengel, A.; 15th European Conference on Computer Vision (ECCV 2018) (08 Sep 2018 - 14 Sep 2018 : Munich)
2018Active learning from noisy tagged imagesAbbasnejad, M.E.; Dick, A.R.; Shi, Q.; Hengel, A.V.D.; British Machine Vision Conference 2018 (BMVC 2018) (03 Sep 2018 - 06 Sep 2018 : Newcastle upon Tyne)
2018HCVRD: A benchmark for large-scale human-centered visual relationship detectionZhuang, B.; Wu, Q.; Shen, C.; Reid, I.; Van Den Hengel, A.; AAAI Conference on Artificial Intelligence (AAAI) (02 Feb 2018 - 07 Feb 2018 : New Orleans)
2018Joint learning of set cardinality and state distributionRezatofighi, H.; Milan, A.; Shi, Q.; Dick, A.; Reid, I.; AAAI Conference on Artificial Intelligence (AAAI) (02 Feb 2018 - 07 Feb 2018 : New Orleans, USA)
Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 53