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Journal Papers

2018
Junjie Zhang*,Qi Wu* (equal contribution), Chunhua Shen, Jian Zhang, Jianfeng Lu. Multi-Label Image Classification with Regional Latent Semantic Dependencies. IEEE Transaction on Multimedia (TMM), 2018.
2017
Qi Wu, Chunhua Shen, Anton van den Hengel, Peng Wang, Anthony Dick. Image Captioning and Visual Question Answering Based on Attributes and Their Related External Knowledge. IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2017. (IF: 8.329)
2017
Peng Wang*, Qi Wu* (equal contribution) , Chunhua Shen, Anthony Dick, Anton van den Hengel. Fvqa: Fact-based visual question answering. IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2017. (IF: 8.329)
2017
Damien Teney, Qi Wu* (corresponding author), Anton van den Hengel. Visual Question Answering: A Tutorial. IEEE Signal Processing Magazine (SPM), Volume 34 Issue 6, Pages 63-75, 2017. (IF: 9.654)
2017
Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anton van den Hengel, Anthony Dick. Visual Question Answering: A Survey of Models and Datasets. Computer Vision and Image Understanding (CVIU), 2017.
2015
Peter Hall, Hongping Cai and Qi Wu, Cross-depiction problem: Recognition and synthesis of photographs and artwork. Journal of Computational Visual Media (CVM), 1-3,2015

Conference Papers

2018
Qi Wu, Peng Wang, Chunhua Shen, Ian Reid, Anton van den Hengel. Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018. [Oral]
2018
Bohan Zhuang*, Qi Wu* (equal contribution), Chunhua Shen, Ian Reid, Anton van den Hengel. Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018.
2018
Yan Huang, Qi Wu, Liang Wang. Learning Semantic Concepts and Order for Image and Sentence Matching. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018.
2018
Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sunderhauf, Ian Reid, Stephen Gould, Anton van den Hengel. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018.
2018
Chaorui Deng*, Qi Wu* (equal contribution), Fuyuan Hu, Fan Lv, Mingkui Tan, Qingyao Wu. Visual Grounding via Accumulated Attention. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018.
2018
Chao Ma, Chunhua Shen, Anthony Dick, Qi Wu, Peng Wang, Anton van den Hengel, Ian Reid. Visual Question Answering with Memory-Augmented Networks. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018.
2018
Jianpeng Zhang, Yutong Xie, Qi Wu, Yong Xia. Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning. In Proceedings of International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI 2018), 2018.
2018
Bohan Zhuang*, Qi Wu* (equal contribution), Ian Reid, Chunhua Shen, Anton van den Hengel. HCVRD: a benchmark for large-scale Human-Centered Visual Relationship Detection. Association for the Advancement of Artificial Intelligence (AAAI 2018), 2018.
2018
Junjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Association for the Advancement of Artificial Intelligence (AAAI 2018), 2018.
2017
Peng Wang*, Qi Wu* (equal contribution), Chunhua Shen, Anton van den Hengel, Anthony Dick. Explicit Knowledge-based Reasoning for Visual Question Answering. International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017.
2017
Peng Wang*, Qi Wu* (equal contribution), Chunhua Shen, Anton van den Hengel. The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017.
2016
Qi Wu, Peng Wang, Chunhua Shen, Anton van den Hengel, Anthony Dick. Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.
2016
Qi Wu, Chunhua Shen, Anton van den Hengel, Lingqiao Liu, Anthony Dick. What Value Do Explicit High Level Concepts Have in Vision to Language Problems? In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016.
2015
Hongping Cai, Qi Wu and Peter Hall. Beyond Photo-Domain Object Recognition: Benchmarks for the Cross-Depiction Problem, In Proceedings of International Conference on Computer Vision (ICCV 2015) Workshop, 2015, (second best paper award).
2014
Qi Wu, Hongping Cai and Peter Hall. Learning Graphs to Model Visual Objects across Different Depictive Styles. In Proceedings of European Conference on Computer Vision (ECCV 2014), 2014.
2013
Qi Wu and Peter Hall. Modelling Visual Objects Invariant to Depictive Style. In Proceedings of the British Machine Vision Conference (BMVC 2013), 2013.
2012
Qi Wu and Peter Hall. Prime shapes in natural images. In Proceedings of the British Machine Vision Conference (BMVC 2012), pages 45.1-45.12. BMVA Press, 2012.

Technical Reports

2017
Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu, Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards. arXiv preprint arXiv:1711.07614, 2017.
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