Multimodal Learning and Applications


Cut Quality Estimation in Industrial Laser Cutting Machines: A Machine Learning Approach
Giorgio Santolini,
Paolo Rota,
Davide Gandolfi,
Paolo Bosetti
[pdf]
[bibtex]
@InProceedings{Santolini_2019_CVPR_Workshops,
author = {Santolini, Giorgio and Rota, Paolo and Gandolfi, Davide and Bosetti, Paolo},
title = {Cut Quality Estimation in Industrial Laser Cutting Machines: A Machine Learning Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Large-Scale Attribute Dataset for Zero-Shot Learning
Bo Zhao,
Yanwei Fu,
Rui Liang,
Jiahong Wu,
Yonggang Wang,
Yizhou Wang
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR_Workshops,
author = {Zhao, Bo and Fu, Yanwei and Liang, Rui and Wu, Jiahong and Wang, Yonggang and Wang, Yizhou},
title = {A Large-Scale Attribute Dataset for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learning Common Representation From RGB and Depth Images
Giorgio Giannone,
Boris Chidlovskii
[pdf]
[bibtex]
@InProceedings{Giannone_2019_CVPR_Workshops,
author = {Giannone, Giorgio and Chidlovskii, Boris},
title = {Learning Common Representation From RGB and Depth Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Two Stream 3D Semantic Scene Completion
Martin Garbade,
Yueh-Tung Chen,
Johann Sawatzky,
Juergen Gall
[pdf]
[bibtex]
@InProceedings{Garbade_2019_CVPR_Workshops,
author = {Garbade, Martin and Chen, Yueh-Tung and Sawatzky, Johann and Gall, Juergen},
title = {Two Stream 3D Semantic Scene Completion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition
Han Zou,
Jianfei Yang,
Hari Prasanna Das,
Huihan Liu,
Yuxun Zhou,
Costas J. Spanos
[pdf]
[bibtex]
@InProceedings{Zou_2019_CVPR_Workshops,
author = {Zou, Han and Yang, Jianfei and Prasanna Das, Hari and Liu, Huihan and Zhou, Yuxun and Spanos, Costas J.},
title = {WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Unsupervised Domain Adaptation for Multispectral Pedestrian Detection
Dayan Guan,
Xing Luo,
Yanpeng Cao,
Jiangxin Yang,
Yanlong Cao,
George Vosselman,
Michael Ying Yang
[pdf]
[bibtex]
@InProceedings{Guan_2019_CVPR_Workshops,
author = {Guan, Dayan and Luo, Xing and Cao, Yanpeng and Yang, Jiangxin and Cao, Yanlong and Vosselman, George and Ying Yang, Michael},
title = {Unsupervised Domain Adaptation for Multispectral Pedestrian Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Natural Language Guided Visual Relationship Detection
Wentong Liao,
Bodo Rosenhahn,
Ling Shuai,
Michael Ying Yang
[pdf]
[bibtex]
@InProceedings{Liao_2019_CVPR_Workshops,
author = {Liao, Wentong and Rosenhahn, Bodo and Shuai, Ling and Ying Yang, Michael},
title = {Natural Language Guided Visual Relationship Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Cross-Stream Selective Networks for Action Recognition
Bowen Pan,
Jiankai Sun,
Wuwei Lin,
Limin Wang,
Weiyao Lin
[pdf]
[bibtex]
@InProceedings{Pan_2019_CVPR_Workshops,
author = {Pan, Bowen and Sun, Jiankai and Lin, Wuwei and Wang, Limin and Lin, Weiyao},
title = {Cross-Stream Selective Networks for Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Co-Compressing and Unifying Deep CNN Models for Efficient Human Face and Speaker Recognition
Timmy S. T. Wan,
Jia-Hong Lee,
Yi-Ming Chan,
Chu-Song Chen
[pdf]
[bibtex]
@InProceedings{Wan_2019_CVPR_Workshops,
author = {Wan, Timmy S. T. and Lee, Jia-Hong and Chan, Yi-Ming and Chen, Chu-Song},
title = {Co-Compressing and Unifying Deep CNN Models for Efficient Human Face and Speaker Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}