Brave New Ideas for Video Understanding


Temporal Reasoning in Videos Using Convolutional Gated Recurrent Units
Debidatta Dwibedi,
Pierre Sermanet,
Jonathan Tompson
[pdf]
[bibtex]
@InProceedings{Dwibedi_2018_CVPR_Workshops,
author = {Dwibedi, Debidatta and Sermanet, Pierre and Tompson, Jonathan},
title = {Temporal Reasoning in Videos Using Convolutional Gated Recurrent Units},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Temporal 3D ConvNets Using Temporal Transition Layer
Ali Diba,
Mohsen Fayyaz,
Vivek Sharma,
A. Hossein Karami,
M. Mahdi Arzani,
Rahman Yousefzadeh,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Diba_2018_CVPR_Workshops,
author = {Diba, Ali and Fayyaz, Mohsen and Sharma, Vivek and Hossein Karami, A. and Mahdi Arzani, M. and Yousefzadeh, Rahman and Van Gool, Luc},
title = {Temporal 3D ConvNets Using Temporal Transition Layer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

ContextVP: Fully Context-Aware Video Prediction
Wonmin Byeon,
Qin Wang,
Rupesh Kumar Srivastava,
Petros Koumoutsakos
[pdf] [arXiv]
[bibtex]
@InProceedings{Byeon_2018_CVPR_Workshops,
author = {Byeon, Wonmin and Wang, Qin and Kumar Srivastava, Rupesh and Koumoutsakos, Petros},
title = {ContextVP: Fully Context-Aware Video Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Towards an Unequivocal Representation of Actions
Michael Wray,
Davide Moltisanti,
Dima Damen
[pdf] [arXiv]
[bibtex]
@InProceedings{Wray_2018_CVPR_Workshops,
author = {Wray, Michael and Moltisanti, Davide and Damen, Dima},
title = {Towards an Unequivocal Representation of Actions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Unsupervised Deep Representations for Learning Audience Facial Behaviors
Suman Saha,
Rajitha Navarathna,
Leonhard Helminger,
Romann M. Weber
[pdf] [arXiv]
[bibtex]
@InProceedings{Saha_2018_CVPR_Workshops,
author = {Saha, Suman and Navarathna, Rajitha and Helminger, Leonhard and Weber, Romann M.},
title = {Unsupervised Deep Representations for Learning Audience Facial Behaviors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames
Shweta Bhardwaj,
Mitesh M. Khapra
[pdf] [arXiv]
[bibtex]
@InProceedings{Bhardwaj_2018_CVPR_Workshops,
author = {Bhardwaj, Shweta and Khapra, Mitesh M.},
title = {I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}