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@inproceedings{flownet-iccv-15,
author = {A. Dosovitskiy and P. Fischer and E. Ilg and P. Haeusser and C. Hazirbas and V. Golkov and P. van der Smagt and D. Cremers and T. Brox},
title = {{FlowNet: Learning Optical Flow with Convolutional Networks}},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
keywords = {deep learning, optical-flow},
year = {2015},
month = {dec},
doi = {10.1109/ICCV.2015.316},
}
@inproceedings{haeusser-cvpr17,
author = {P. Haeusser and A. Mordvintsev and D. Cremers},
title = {Learning by Association - A versatile semi-supervised training method for neural networks},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2017},
keywords = {semi-supervised, deep learning, neural networks, association, associative_learning},
titleurl = {haeusser_cvpr_17.pdf},
}
@inproceedings{kurach2017,
author = {K. Kurach and S. Gelly and M. Jastrzebski and P. Haeusser and O. Teytaud and D. Vincent and O. Bousquet},
title = {Better Text Understanding Through Image-To-Text Transfer},
booktitle = {arxiv:1705.08386},
arxiv = {arxiv:1705.08386},
year = {2017},
month = {May},
keywords = {Multimodal, Text, Embeddings, deep learning, associative_learning},
titleurl = {kurach2017.pdf},
}
@inproceedings{haeusser_iccv_17,
author = {P. Haeusser and T. Frerix and A. Mordvintsev and D. Cremers},
title = {Associative Domain Adaptation},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
year = {2017},
keywords = {semi-supervised, deep learning, neural networks, association, domain adaptation, associative_learning},
titleurl = {haeusser_iccv_17.pdf},
}
@inproceedings{haeusser18associative,
author = {P. Haeusser and J. Plapp and V. Golkov and E. Aljalbout and D. Cremers},
title = {Associative Deep Clustering - Training a Classification Network with no Labels},
booktitle = {Proc. of the German Conference on Pattern Recognition (GCPR)},
year = {2018},
month = {October},
titleurl = {haeusser18associative.pdf},
keywords = {Clustering, Embeddings, deep learning, associative_learning},
}