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Preview	Issue Date	Title	Author(s)
	2018	Active learning from noisy tagged images	Abbasnejad, M.E.; Dick, A.R.; Shi, Q.; Hengel, A.V.D.; British Machine Vision Conference 2018 (BMVC 2018) (3 Sep 2018 - 6 Sep 2018 : Newcastle upon Tyne)
	2018	Bottom-up and top-down attention for image captioning and visual question answering	Anderson, 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)
	2018	A Bayesian data augmentation approach for learning deep models	Tran, T.; Pham, T.; Carneiro, G.; Palmer, L.; Reid, I.; Guyon, I.; Luxburg, U.V.; Bengio, S.; Wallach, H.; Fergus, R.; Vishwanathan, S.; Garnett, R.; NIPS Foundation Inc (4 Dec 2017 - 9 Dec 2017 : Long Beach, CA)
	2018	Tips and tricks for visual question answering: learnings from the 2017 challenge	Teney, D.; Anderson, P.; He, X.; Van Den Hengel, A.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2018 - 23 Jun 2018 : Salt Lake City, USA)
	2018	HCVRD: A benchmark for large-scale human-centered visual relationship detection	Zhuang, B.; Wu, Q.; Shen, C.; Reid, I.; Van Den Hengel, A.; AAAI Conference on Artificial Intelligence (AAAI) (2 Feb 2018 - 7 Feb 2018 : New Orleans)
	2018	Joint learning of set cardinality and state distribution	Rezatofighi, H.; Milan, A.; Shi, Q.; Dick, A.; Reid, I.; AAAI Conference on Artificial Intelligence (AAAI) (2 Feb 2018 - 7 Feb 2018 : New Orleans, USA)
	2018	Don't look back: Robustifying place categorization for viewpoint- and condition-invariant place recognition	Garg, S.; Suenderhauf, N.; Milford, M.; IEEE International Conference on Robotics and Automation (ICRA) (21 May 2018 - 25 May 2018 : Brisbane, Australia)
	2018	LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics	Garg, S.; Suenderhauf, N.; Milford, M.; KressGazit, H.; Srinivasa, S.; Howard, T.; Atanasov, N.; Robotics: Science and Systems XIV (RSS) (26 Jun 2018 - 30 Jun 2018 : Pittsburgh, PA, USA)
	2018	Learning representations of ultrahigh-dimensional data for random distance-based outlier detection	Pang, G.; Cao, L.; Chen, L.; Liu, H.; International Conference on Knowledge Discovery and Data Mining (KDD) (19 Aug 2018 - 23 Aug 2018 : London, UK)
	2018	Multi-modal cycle-consistent generalized zero-shot learning	Felix, R.; Vijay Kumar, B.; Reid, I.; Carneiro, G.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; 15th European Conference on Computer Vision (ECCV 2018) (8 Sep 2018 - 14 Sep 2018 : Munich)