Australian Institute for Machine Learning publications :
45
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Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 45
PreviewIssue DateTitleAuthor(s)
2019MPTV: matching pursuit based total variation minimization for image deconvolutionGong, D.; Tan, M.; Shi, Q.; van den Hengel, A.; Zhang, Y.
2018An embarrassingly simple approach to visual domain adaptationLu, H.; Shen, C.; Cao, Z.; Xiao, Y.; Van Den Hengel, A.
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)
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)
2018Pushing the limits of deep CNNs for pedestrian detectionHu, Q.; Wang, P.; Shen, C.; Van Den Hengel, A.; Porikli, F.
2018Unsupervised domain adaptation using robust class-wise matchingZhang, L.; Wang, P.; Wei, W.; Lu, H.; Shen, C.; van den Hengel, A.; Zhang, Y.
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)
2018Training medical image analysis systems like radiologistsMaicas, 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 : Grenada, Spain)
2018Multi-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.
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)
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)
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)
2018A Bayesian data augmentation approach for learning deep modelsTran, T.; Pham, T.; Carneiro, G.; Palmer, L.; Reid, I.; Neural Information Processing Systems (NIPS) (04 Dec 2017 - 09 Dec 2017 : Long Beach, CA)
2018Approximate Fisher information matrix to characterise the training of deep neural networksLiao, Z.; Drummond, T.; Reid, I.; Carneiro, G.
2017Sequential person recognition in photo albums with a recurrent networkLi, 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)
2017Infinite variational autoencoder for semi-supervised learningAbbasnejad, M.; Dick, A.; van den Hengel, A.; 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) (21 Jul 2017 - 26 Jul 2017 : Honolulu)
2017Solving constrained combinatorial optimization problems via MAP inference without high-order penaltiesZhang, Z.; Shi, Q.; McAuley, J.; Wei, W.; Zhang, Y.; Yao, R.; Van Den Hengel, A.; Thirty-first AAAI Conference on Artificial Intelligence (AAAI-17) (04 Feb 2017 - 09 Feb 2017 : San Francisco)
2017The VQA-machine: learning how to use existing vision algorithms to answer new questionsWang, P.; Wu, Q.; Shen, C.; van den Hengel, A.; 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) (21 Jul 2017 - 26 Jul 2017 : Honolulu)
2017Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognitionQiao, R.; Liu, L.; Shen, C.; van den Hengel, A.
Collection's Items (Sorted by Issue Date in Descending order): 1 to 20 of 45