Transferring and Adapting Source Knowledge in Computer Vision and VisDA Challenge


Incremental Learning Techniques for Semantic Segmentation
Umberto Michieli,
Pietro Zanuttigh
[pdf]
[bibtex]
@InProceedings{Michieli_2019_ICCV_Workshops,
author = {Michieli, Umberto and Zanuttigh, Pietro},
title = {Incremental Learning Techniques for Semantic Segmentation},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Multi-Level Domain Adaptive Learning for Cross-Domain Detection
Rongchang Xie,
Fei Yu,
Jiachao Wang,
Yizhou Wang,
Li Zhang
[pdf]
[bibtex]
@InProceedings{Xie_2019_ICCV_Workshops,
author = {Xie, Rongchang and Yu, Fei and Wang, Jiachao and Wang, Yizhou and Zhang, Li},
title = {Multi-Level Domain Adaptive Learning for Cross-Domain Detection},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Improving CNN Classifiers by Estimating Test-Time Priors
Milan Sulc,
Jiri Matas
[pdf]
[bibtex]
@InProceedings{Sulc_2019_ICCV_Workshops,
author = {Sulc, Milan and Matas, Jiri},
title = {Improving CNN Classifiers by Estimating Test-Time Priors},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Hallucinating Agnostic Images to Generalize Across Domains
Fabio Maria Carlucci,
Paolo Russo,
Tatiana Tommasi,
Barbara Caputo
[pdf]
[bibtex]
@InProceedings{Carlucci_2019_ICCV_Workshops,
author = {Maria Carlucci, Fabio and Russo, Paolo and Tommasi, Tatiana and Caputo, Barbara},
title = {Hallucinating Agnostic Images to Generalize Across Domains},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Domain Adaptation for Vehicle Detection from Bird's Eye View LiDAR Point Cloud Data
Khaled Saleh,
Ahmed Abobakr,
Mohammed Attia,
Julie Iskander,
Darius Nahavandi,
Mohammed Hossny,
Saeid Nahvandi
[pdf]
[bibtex]
@InProceedings{Saleh_2019_ICCV_Workshops,
author = {Saleh, Khaled and Abobakr, Ahmed and Attia, Mohammed and Iskander, Julie and Nahavandi, Darius and Hossny, Mohammed and Nahvandi, Saeid},
title = {Domain Adaptation for Vehicle Detection from Bird's Eye View LiDAR Point Cloud Data},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Towards Efficient Instance Segmentation with Hierarchical Distillation
Ziwei Deng,
Quan Kong,
Tomokazu Murakami
[pdf]
[bibtex]
@InProceedings{Deng_2019_ICCV_Workshops,
author = {Deng, Ziwei and Kong, Quan and Murakami, Tomokazu},
title = {Towards Efficient Instance Segmentation with Hierarchical Distillation},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Cross Domain Image Matching in Presence of Outliers
Xin Liu,
Seyran Khademi,
Jan Van Gemert
[pdf]
[bibtex]
@InProceedings{Liu_2019_ICCV_Workshops,
author = {Liu, Xin and Khademi, Seyran and Van Gemert, Jan},
title = {Cross Domain Image Matching in Presence of Outliers},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks
Jinyong Hou,
Xuejie Ding,
Jeremiah D. Deng,
Stephen Cranefield
[pdf]
[bibtex]
@InProceedings{Hou_2019_ICCV_Workshops,
author = {Hou, Jinyong and Ding, Xuejie and Deng, Jeremiah D. and Cranefield, Stephen},
title = {Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}