Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection
Gong, Dong, Liu, Lingqiao, Le, Vuong, Saha, Budhaditya, Mansour, Moussa Reda, Venkatesh, Svetha, Van Den Hengel, Anton
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Towards Effective Low-Bitwidth Convolutional Neural Networks
Zhuang, Bohan, Shen, Chunhua, Tan, Mingkui, Liu, Lingqiao, Reid, Ian
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Cross-Convolutional-Layer Pooling for Image Recognition
Lingqiao Liu, Chunhua Shen, van den Hengel, Anton
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2017)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2017)
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Journal Article
Towards Context-Aware Interaction Recognition for Visual Relationship Detection
Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Reid, Ian
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
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Conference Proceeding
What Value Do Explicit High Level Concepts Have in Vision to Language Problems?
Wu, Qi, Shen, Chunhua, Liu, Lingqiao, Dick, Anthony, Van Den Hengel, Anton
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
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Conference Proceeding
Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation
Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
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Conference Proceeding
Learning Context Flexible Attention Model for Long-Term Visual Place Recognition
Zetao Chen, Lingqiao Liu, Inkyu Sa, Zongyuan Ge, Chli, Margarita
Published in IEEE robotics and automation letters (01.10.2018)
Published in IEEE robotics and automation letters (01.10.2018)
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Journal Article
In defense of soft-assignment coding
Lingqiao Liu, Lei Wang, Xinwang Liu
Published in 2011 International Conference on Computer Vision (01.11.2011)
Published in 2011 International Conference on Computer Vision (01.11.2011)
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Conference Proceeding
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur
Gong, Dong, Yang, Jie, Liu, Lingqiao, Zhang, Yanning, Reid, Ian, Shen, Chunhua, Van Den Hengel, Anton, Shi, Qinfeng
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning from Web Data
Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Reid, Ian
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Mid-level deep pattern mining
Yao Li, Lingqiao Liu, Chunhua Shen, van den Hengel, Anton
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
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Conference Proceeding
A Graph-Embedding Approach to Hierarchical Visual Word Mergence
Wang, Lei, Liu, Lingqiao, Zhou, Luping
Published in IEEE transaction on neural networks and learning systems (01.02.2017)
Published in IEEE transaction on neural networks and learning systems (01.02.2017)
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Journal Article
Density Maximization for Improving Graph Matching With Its Applications
Wang, Chao, Wang, Lei, Liu, Lingqiao
Published in IEEE transactions on image processing (01.07.2015)
Published in IEEE transactions on image processing (01.07.2015)
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Journal Article
A Scalable Unsupervised Feature Merging Approach to Efficient Dimensionality Reduction of High-Dimensional Visual Data
Liu, Lingqiao, Wang, Lei
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
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Conference Proceeding
Journal Article