Publications | Thibaut Durand

Exploiting Negative Evidence for Deep Latent Structured Models

Thibaut Durand, Nicolas Thome, Matthieu Cord

IEEE Transactions on Pattern Analysis and Machine Intelligence (2018)

@inproceedings{Durand_ResNetWELDON_TPAMI_2018,
author = {Durand, Thibaut and Thome, Nicolas and Cord, Matthieu},
title = {{Exploiting Negative Evidence for Deep Latent Structured Models}},
booktitle = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
year = {2018}
}

SyMIL: MinMax Latent SVM for Weakly Labeled Data

Thibaut Durand, Nicolas Thome, Matthieu Cord

IEEE Transactions on Neural Networks and Learning Systems (2018)

Paper

@inproceedings{Durand_SyMIL_TNNLS_2018,
author = {Durand, Thibaut and Thome, Nicolas and Cord, Matthieu},
title = {{SyMIL: MinMax Latent SVM for Weakly Labeled Data}},
booktitle = {IEEE Transactions on Neural Networks and Learning Systems (TNNLS)},
year = {2018}
}

Weakly Supervised Learning for Visual Recognition

Thibaut Durand

PhD Thesis (2017)

Thesis Slides

@inproceedings{Durand_Thesis_2017,
author = {Durand, Thibaut},
title = {{Weakly Supervised Learning for Visual Recognition}},
year = {2017}
}

WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation

Thibaut Durand, Taylor Mordan, Nicolas Thome, Matthieu Cord

IEEE Conference on Computer Vision and Pattern Recognition (2017) Honolulu, Hawaii

Paper Project page Supplementary Code

@inproceedings{Durand_WILDCAT_CVPR_2017,
author = {Durand, Thibaut and Mordan, Taylor and Thome, Nicolas and Cord, Matthieu},
title = {{WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation}},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2017}
}

Using a Deep Convolutional Neural Network for Extracting Morphological Traits from Herbarium Images

Yue Zhu, Thibaut Durand, Eric Chenin, Marc Pignal, Patrick Gallinari, Régine Vignes-Lebbe

Biodiversity Information Standards (TDWG) (2017) Ottawa, Canada

Poster

@inproceedings{zhu2017,
title={Using a Deep Convolutional Neural Network for Extracting Morphological Traits from Herbarium Images},
author={Zhu, Yue and Durand, Thibaut and Chenin, Eric and Pignal, Marc and Gallinari, Patrick and Vignes-Lebbe, R{\'e}gine},
booktitle = {TDWG},
year = {2017}
}

WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks

Thibaut Durand, Nicolas Thome, Matthieu Cord

IEEE Conference on Computer Vision and Pattern Recognition (2016) Las Vegas, USA

Paper Project page Supplementary Poster Code

@inproceedings{Durand_WELDON_CVPR_2016,
author = {Durand, Thibaut and Thome, Nicolas and Cord, Matthieu},
title = {{WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks}},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2016}
}

MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking

Thibaut Durand, Nicolas Thome, Matthieu Cord

IEEE International Conference on Computer Vision (2015) Santiago, Chile

Paper Project page Supplementary Poster Code

@inproceedings{Durand_MANTRA_ICCV_2015,
Author = {Thibaut Durand and Nicolas Thome and Matthieu Cord},
Title = {{MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking}},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
Year = {2015}
}

Incremental Learning of Latent Structural SVM for Weakly Supervised Image Classification

Thibaut Durand, Nicolas Thome, Matthieu Cord, David Picard

IEEE International Conference on Image Processing (2014) Paris, France

Paper Slides

@inproceedings{Durand_ILSSVM_ICIP_2014,
TITLE = {{Incremental Learning of Latent Structural SVM for Weakly Supervised Image Classification}},
AUTHOR = {Durand, Thibaut and Thome, Nicolas and Cord, Matthieu and Picard, David},
BOOKTITLE = {IEEE International Conference on Image Processing (ICIP)},
YEAR = {2014},
}

Semantic Pooling for Image Categorization using Multiple Kernel Learning

Thibaut Durand, David Picard, Nicolas Thome, Matthieu Cord

IEEE International Conference on Image Processing (2014) Paris, France

Paper Slides

@inproceedings{Durand_SemanticMKL_ICIP_2014,
TITLE = {{Semantic Pooling for Image Categorization using Multiple Kernel Learning}},
AUTHOR = {Durand, Thibaut and Picard, David and Thome, Nicolas and Cord, Matthieu},
BOOKTITLE = {IEEE International Conference on Image Processing (ICIP)},
YEAR = {2014},
}

Image Classification using Object Detectors

Thibaut Durand, Nicolas Thome, Matthieu Cord, Sandra Avila

IEEE International Conference on Image Processing (2013) Melbourne, Australia

Paper Poster

@inproceedings{Durand_ICIP_2013,
TITLE = {{Image Classification using Object Detectors}},
AUTHOR = {Durand, Thibaut and Thome, Nicolas and Cord, Matthieu and Avila, Sandra},
BOOKTITLE = {IEEE International Conference on Image Processing (ICIP)},
YEAR = {2013},
}