Tensor Methods in Computer Vision

Exploration of Social and Web Image Search Results Using Tensor Decomposition

Liuqing Yang,

Evangelos E. Papalexakis

[pdf]

[bibtex]

@InProceedings{Yang_2017_CVPR_Workshops,
author = {Yang, Liuqing and Papalexakis, Evangelos E.},
title = {Exploration of Social and Web Image Search Results Using Tensor Decomposition},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Graph-Regularized Generalized Low-Rank Models

Mihir Paradkar,

Madeleine Udell

[pdf]

[bibtex]

@InProceedings{Paradkar_2017_CVPR_Workshops,
author = {Paradkar, Mihir and Udell, Madeleine},
title = {Graph-Regularized Generalized Low-Rank Models},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Exploring the Granularity of Sparsity in Convolutional Neural Networks

Huizi Mao,

Song Han,

Jeff Pool,

Wenshuo Li,

Xingyu Liu,

Yu Wang,

William J. Dally

[pdf]

[bibtex]

@InProceedings{Mao_2017_CVPR_Workshops,
author = {Mao, Huizi and Han, Song and Pool, Jeff and Li, Wenshuo and Liu, Xingyu and Wang, Yu and Dally, William J.},
title = {Exploring the Granularity of Sparsity in Convolutional Neural Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Human Action Recognition Using Tensor Dynamical System Modeling

Chan-Su Lee

[pdf]

[bibtex]

@InProceedings{Lee_2017_CVPR_Workshops,
author = {Lee, Chan-Su},
title = {Human Action Recognition Using Tensor Dynamical System Modeling},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Tensor Contraction Layers for Parsimonious Deep Nets

Jean Kossaifi,

Aran Khanna,

Zachary Lipton,

Tommaso Furlanello,

Anima Anandkumar

[pdf] [arXiv]

[bibtex]

@InProceedings{Kossaifi_2017_CVPR_Workshops,
author = {Kossaifi, Jean and Khanna, Aran and Lipton, Zachary and Furlanello, Tommaso and Anandkumar, Anima},
title = {Tensor Contraction Layers for Parsimonious Deep Nets},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}