Transferring and Adapting Source Knowledge in Computer Vision

Curriculum Learning for Multi-Task Classification of Visual Attributes

Nikolaos Sarafianos,

Theodore Giannakopoulos,

Christophoros Nikou,

Ioannis A. Kakadiaris

[pdf] [arXiv]

[bibtex]

@InProceedings{Sarafianos_2017_ICCV_Workshops,
author = {Sarafianos, Nikolaos and Giannakopoulos, Theodore and Nikou, Christophoros and Kakadiaris, Ioannis A.},
title = {Curriculum Learning for Multi-Task Classification of Visual Attributes},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Zero-Shot Learning Posed as a Missing Data Problem

Bo Zhao,

Botong Wu,

Tianfu Wu,

Yizhou Wang

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhao_2017_ICCV_Workshops,
author = {Zhao, Bo and Wu, Botong and Wu, Tianfu and Wang, Yizhou},
title = {Zero-Shot Learning Posed as a Missing Data Problem},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Deep Modality Invariant Adversarial Network for Shared Representation Learning

Kuniaki Saito,

Yusuke Mukuta,

Yoshitaka Ushiku,

Tatsuya Harada

[pdf]

[bibtex]

@InProceedings{Saito_2017_ICCV_Workshops,
author = {Saito, Kuniaki and Mukuta, Yusuke and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Deep Modality Invariant Adversarial Network for Shared Representation Learning},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study

Gabriela Csurka,

Fabien Baradel,

Boris Chidlovskii,

Stephane Clinchant

[pdf]

[bibtex]

@InProceedings{Csurka_2017_ICCV_Workshops,
author = {Csurka, Gabriela and Baradel, Fabien and Chidlovskii, Boris and Clinchant, Stephane},
title = {Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Adaptive SVM+: Learning With Privileged Information for Domain Adaptation

Nikolaos Sarafianos,

Michalis Vrigkas,

Ioannis A. Kakadiaris

[pdf]

[bibtex]

@InProceedings{Sarafianos_2017_ICCV_Workshops,
author = {Sarafianos, Nikolaos and Vrigkas, Michalis and Kakadiaris, Ioannis A.},
title = {Adaptive SVM+: Learning With Privileged Information for Domain Adaptation},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Deep Depth Domain Adaptation: A Case Study

Novi Patricia,

Fabio M. Carlucci,

Barbara Caputo

[pdf]

[bibtex]

@InProceedings{Patricia_2017_ICCV_Workshops,
author = {Patricia, Novi and Carlucci, Fabio M. and Caputo, Barbara},
title = {Deep Depth Domain Adaptation: A Case Study },
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Deep Domain Adaptation by Geodesic Distance Minimization

Yifei Wang,

Wen Li,

Dengxin Dai,

Luc Van Gool

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Yifei and Li, Wen and Dai, Dengxin and Van Gool, Luc},
title = {Deep Domain Adaptation by Geodesic Distance Minimization},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Inferring Human Activities Using Robust Privileged Probabilistic Learning

Michalis Vrigkas,

Evangelos Kazakos,

Christophoros Nikou,

Ioannis A. Kakadiaris

[pdf] [arXiv]

[bibtex]

@InProceedings{Vrigkas_2017_ICCV_Workshops,
author = {Vrigkas, Michalis and Kazakos, Evangelos and Nikou, Christophoros and Kakadiaris, Ioannis A.},
title = {Inferring Human Activities Using Robust Privileged Probabilistic Learning},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Generating Visual Representations for Zero-Shot Classification

Maxime Bucher,

Stephane Herbin,

Frederic Jurie

[pdf] [arXiv]

[bibtex]

@InProceedings{Bucher_2017_ICCV_Workshops,
author = {Bucher, Maxime and Herbin, Stephane and Jurie, Frederic},
title = {Generating Visual Representations for Zero-Shot Classification},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}

Exploiting Convolution Filter Patterns for Transfer Learning

Mehmet Aygun,

Yusuf Aytar,

Hazim Kemal Ekenel

[pdf] [arXiv]

[bibtex]

@InProceedings{Aygun_2017_ICCV_Workshops,
author = {Aygun, Mehmet and Aytar, Yusuf and Kemal Ekenel, Hazim},
title = {Exploiting Convolution Filter Patterns for Transfer Learning},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}