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portfolio
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publications
Surveillance Event Detection. Permalink
Mert Dikmen, Huazhong Ning, Dennis Lin, Liangliang Cao, Vuong Le, Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas Huang, others,
TRECVID 2008 - 2008
A quantitative evaluation for 3D face reconstruction algorithms Permalink
Vuong Le, Yuxiao Hu, Thomas Huang,
2009 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP 2009 - 2009
Accurate and efficient reconstruction of 3d faces from stereo images Permalink
Vuong Le, Hao Tang, Liangliang Cao, Thomas Huang,
2010 IEEE International Conference on Image Processing - ICIP 2010 - 2010
Emotion recognition from an ensemble of features Permalink
Usman Tariq, Kai-Hsiang Lin, Zhen Li, Xi Zhou, Zhaowen Wang, Vuong Le, Thomas Huang, Xutao Lv, Tony Han,
2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops - 2011
Expression recognition from 3D dynamic faces using robust spatio-temporal shape features Permalink
Vuong Le, Hao Tang, Thomas Huang,
2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops - 2011
Human–computer interaction Permalink
Dennis Lin, Vuong Le, Thomas Huang,
Visual Analysis of Humans - 2011
Interactive facial feature localization Permalink
Vuong Le, Jonathan Brandt, Zhe Lin, Lubomir Bourdev, Thomas Huang,
European conference on computer vision - ECCV 2012 - 2012
Recognizing Emotions From an Ensemble of Features Permalink
U. Tariq, Kai-Hsiang Lin, Zhen Li, Xi Zhou, Zhaowen Wang, Vuong Le, T. Huang, Xutao Lv, T. Han,
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - 2012
Accurate facial landmarks detection for frontal faces with extended tree-structured models Permalink
Antoni Liang, Wanquan Liu, Ling Li, Mir Farid, Vuong Le,
2014 22nd International Conference on Pattern Recognition - 2014
Visual media: History and perspectives Permalink
Thomas Huang, Vuong Le, Thomas Paine, Pooya Khorrami, Usman Tariq,
IEEE MultiMedia - 2014
A system for monitoring the engagement of remote online students using eye gaze estimation Permalink
Pooya Khorrami, Vuong Le, John Hart, Thomas Huang,
2014 IEEE International Conference on Multimedia and Expo Workshops - ICMEW 2014 - 2014
Methods and apparatus for automated portrait retouching using facial feature localization Permalink
Jonathan Brandt, Zhe Lin, Vuong Le,
US Patent 8,811,686 - 2014
Methods and apparatus for automated facial feature localization Permalink
Jonathan Brandt, Zhe Lin, Vuong Le,
US Patent 8,824,808 - 2014
Fitting contours to features Permalink
Jonathan Brandt, Zhe Lin, Lubomir Bourdev, Vuong Le,
US Patent 9,158,963 - 2015
Adjusting a contour by a shape model Permalink
Jonathan Brandt, Zhe Lin, Vuong Le, Lubomir Bourdev,
US Patent 9,202,138 - 2015
FACE Processing and Applications to Distance Learning Permalink
Vuong Le, Usman Tariq, Hao Tang, Pooya Khorrami, Thomas Huang,
World Scientific, ISBN 978-981-4733-02-1 - 2016
ISBN 978-981-4733-02-1
3D modeling motion parameters Permalink
Vuong Le, Wei Hong, Kar-Han Tan, John Apostolopoulos,
US Patent 9,286,717 - 2016
Image processing system for image rectification Permalink
Joseph Tighe, Vuong Le, Gerard Medioni,
US Patent 10,157,452 - 2018
Memorizing normality to detect anomaly: Memory-augmented deep autoencoder for unsupervised anomaly detection Permalink
Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Mansour, Svetha Venkatesh, Anton Hengel,
Proceedings of the IEEE International Conference on Computer Vision - ICCV 2019 - 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos Permalink
Romero Morais, Vuong Le, Truyen Tran, Budhaditya Saha, Moussa Mansour, Svetha Venkatesh,
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition - CVPR 2019 - 2019
Inferring count of items using image Permalink
Vuong Le, Joseph Tighe,
US Patent 10,339,656 - 2019
Dynamic Language Binding in Relational Visual Reasoning Permalink
Thao Le, Vuong Le, Svetha Venkatesh, Truyen Tran,
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence - IJCAI 2020 - 2020
Hierarchical Conditional Relation Networks for Video Question Answering Permalink
Thao Le, Vuong Le, Svetha Venkatesh, Truyen Tran,
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition - CVPR 2020 - 2020
Learning to Abstract and Predict Human Actions Permalink
Romero Morais, Vuong Le, Truyen Tran, Svetha Venkatesh,
Proceedings of the British Machine Vision Conference - BMVC 2020 - 2020
Neural Reasoning, Fast and Slow, for Video Question Answering Permalink
Thao Le, Vuong Le, Svetha Venkatesh, Truyen Tran,
Proceedings of the International Joint Conference on Neural Networks - IJCNN 2020 - 2020
Scalable Backdoor Detection in Neural Networks Permalink
Haripriya Harikumar, Vuong Le, Santu Rana, Sourangshu Bhattacharya, Sunil Gupta, Svetha Venkatesh,
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML 2020 - 2020
Deep in the Bowel: Highly Interpretable Neural Encoder-Decoder Networks Predict Gut Metabolites from Gut Microbiome Permalink
Vuong Le, Thomas Quinn, Truyen Tran, Svetha Venkatesh,
BMC Genomics - 2020
Testing validity of items using image data analysis Permalink
Vuong Le, Joseph Tighe,
US Patent 10,713,803 - 2020
Test set verification is an essential step in model building Permalink
Thomas Quinn, Vuong Le, Adam Cardilini,
Methods in Ecology and Evolution - 2020
Trust and medical AI: the challenges we face and the expertise needed to overcome them Permalink
Thomas Quinn, Manisha Senadeera, Stephan Jacobs, Simon Coghlan, Vuong Le,
Journal of the American Medical Informatics Association - JAMIA - 2020
From Deep Learning to Deep Reasoning - Tutorials at International Joint Conference on Artificial Intelligence - IJCAI 2021 Permalink
Truyen Tran, Vuong Le, Hung Le, Thao Le,
From Deep Learning to Deep Reasoning - Tutorials at the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining Permalink
Truyen Tran, Vuong Le, Hung Le, Thao Le,
Goal-driven Long-Term Trajectory Prediction Permalink
Hung Tran, Vuong Le, Truyen Tran,
Proceedings of the Winter Conference on Applications of Computer Vision - WACV 2021 - 2021
Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering Permalink
Long Dang, Thao Le, Vuong Le, Truyen Tran,
Proceedings of the International Joint Conference on Artificial Intelligence - IJCAI 2021 - 2021
Learning Asynchronous and Sparse Human-Object Interaction in Videos Permalink
Romero Morais, Vuong Le, Svetha Venkatesh, Truyen Tran,
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition - CVPR 2021 - 2021
Object-Centric Representation Learning for Video Question Answering Permalink
Long Dang, Thao Le, Vuong Le, Truyen Tran,
Proceedings of the International Joint Conference on Neural Networks - IJCNN 2021 - 2021
Early Moves: a protocol for a population-based prospective cohort study to establish general movements as an early biomarker of cognitive impairment in infants Permalink
Catherine Elliott, Caroline Alexander, Alison Salt, Alicia Spittle, Roslyn Boyd, Nadia Badawi, Catherine Morgan, Desiree Silva, Elizabeth Geelhoed, Robert Ware, Alishum Ali, Anne McKenzie, David Bloom, Mary Sharp, Roslyn Ward, Samudragupta Bora, Susan Prescott, Susan Woolfenden, Vuong Le, Sue-Anne Davidson, Ashleigh Thornton, Amy Finlay-Jones, Lynn Jensen, Natasha Amery, Jane and,
BMJ Open - 2021
Data iterator with automatic caching Permalink
Joseph Tighe, Stephen Gould, Vuong Le, D. Modolo, N. Shapovalova,
US Patent 10,949,353 - 2021
Device notification and aggregation Permalink
Vuong Le, Ohil Manyam, Michel Goldstein,
US Patent 10,943,465 - 2021
Hierarchical Conditional Relation Networks for Multimodal Video Question Answering Permalink
Thao Le, Vuong Le, Svetha Venkatesh, Truyen Tran,
International Journal of Computer Vision - IJCV - 2021
The three ghosts of medical AI: Can the black-box present deliver? Permalink
Thomas Quinn, Stephan Jacobs, Manisha Senadeera, Vuong Le, Simon Coghlan,
Artificial Intelligence in Medicine - 2021
A Spatio-Temporal Attention-Based Model for Infant Movement Assessment From Videos Permalink
Binh Nguyen-Thai, Vuong Le, Catherine Morgan, Nadia Badawi, Truyen Tran, Svetha Venkatesh,
IEEE Journal of Biomedical and Health Informatics - JBHI - 2021
Persistent-Transient Duality in Human Behavior Modeling Permalink
Hung Tran, Vuong Le, Svetha Venkatesh, Truyen Tran,
Conference on Computer Vision and Pattern Recognition - Precognition Workshop (CVPRW 2022) - 2022
research
Teaching experience 1
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Teaching experience 2
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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