2018

• May I received the PhD prize 2017 from the French association in pattern recognition and interpretation (AFRIF)
• March Our TNNLS paper SyMIL: MinMax Latent SVM for Weakly Labeled Data, with N. Thome and M. Cord accepted!
• Feb 14 Talk on negative evidence pooling at the DeepVision workshop
• Jan I moved to the SFU Vision and Media Lab
• Jan Our TPAMI paper Negative Evidence for Deep Latent Structured Models, with N. Thome and M. Cord accepted!

My primary research interests are in the fields of computer vision and machine learning. I work on weakly supervised learning and deep learning for visual recognition (object recognition, scene classification, action classification, image segmentation).

Exploiting Negative Evidence for Deep Latent Structured Models

Thibaut Durand, Nicolas Thome, Matthieu Cord

IEEE Transactions on Pattern Analysis and Machine Intelligence (2018)

Paper Supplementary Code BibTex

@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}
}

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 BibTex

@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}
}

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 BibTex

@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 BibTex

@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}
}

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