2017
Complex Activity Recognition Via Attribute Dynamics.
Int. J. Comput. Vis., 2017

2016
Visual Understanding of Complex Human Behavior via Attribute Dynamics.
PhD thesis, 2016

VLAD3: Encoding Dynamics of Deep Features for Action Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Multiple instance learning for soft bags via top instances.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Anomaly Detection and Localization in Crowded Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

2013
Dynamic Pooling for Complex Event Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Recognizing Activities via Bag of Words for Attribute Dynamics.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Recognizing Activities by Attribute Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2010
Anomaly detection in crowded scenes.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010