Matthieu Guillaumin
Matthieu Guillaumin
Sr Computer Vision Scientist, Amazon ML Berlin
Verified email at guillaum.in - Homepage
TitleCited byYear
Is That You? Metric Learning Approaches for Face Identification
M Guillaumin, J Verbeek, C Schmid
IEEE International Conference on Computer Vision, 2009, 498-505, 2009
8652009
Tagprop: Discriminative Metric Learning in Nearest Neighbor Models for Image Auto-Annotation
M Guillaumin, T Mensink, J Verbeek, C Schmid
IEEE International Conference on Computer Vision (ICCV), 2009, 309-316, 2009
7062009
Multimodal semi-supervised learning for image classification
M Guillaumin, J Verbeek, C Schmid
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, 902-909, 2010
4202010
Food-101–Mining Discriminative Components with Random Forests
L Bossard, M Guillaumin, L Van Gool
European Conference on Computer Vision (ECCV), 2014
4022014
Prime Object Proposals with Randomized Prim’s Algorithm
S Manen, M Guillaumin, L Van Gool
International Conference on Computer Vision (ICCV), 2013
2822013
Multiple instance metric learning from automatically labeled bags of faces
M Guillaumin, J Verbeek, C Schmid
Computer Vision–ECCV 2010, 634-647, 2010
1442010
Segmentation propagation in imagenet
D Kuettel, M Guillaumin, V Ferrari
European Conference on Computer Vision, 459-473, 2012
1302012
Automatic face naming with caption-based supervision
M Guillaumin, T Mensink, J Verbeek, C Schmid
Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on …, 2008
1072008
Image annotation with tagprop on the mirflickr set
J Verbeek, M Guillaumin, T Mensink, C Schmid
Proceedings of the international conference on Multimedia information …, 2010
1022010
Face recognition from caption-based supervision
M Guillaumin, T Mensink, J Verbeek, C Schmid
International Journal of Computer Vision, 1-19, 2012
882012
Non-Maximum Suppression for Object Detection by Passing Messages between Windows
R Rothe, M Guillaumin, L Van Gool
Asian Conference on Computer Vision (ACCV), 2014, 2014
852014
ImageNet Auto-annotation with Segmentation Propagation
M Guillaumin, D Küttel, V Ferrari
International Journal of Computer Vision 110 (3), 328-348, 2014
822014
Incremental Learning of NCM Forests for Large-Scale Image Classification
M Ristin, M Guillaumin, J Gall, L Van Gool
Computer Vision and Pattern Recognition (CVPR), 2014
752014
Incremental Learning of Random Forests for Large-Scale Image Classification
M Ristin, M Guillaumin, J Gall, L Van Gool
IEEE Transactions on Pattern Analysis & Machine Intelligence, 1-1, 0
70
Large-scale Knowledge Transfer for Object Localization in ImageNet
M Guillaumin, V Ferrari
Computer Vision and Pattern Recognition (CVPR) 2012, 2012
642012
From Categories to Subcategories: Large-scale Image Classification with Partial Class Label Refinement
M Ristin, J Gall, M Guillaumin, L Van Gool
CVPR, 2015
392015
Event Recognition in Photo Collections with a Stopwatch HMM
L Bossard, M Guillaumin, L Van Gool
International Conference on Computer Vision (ICCV), 2013
372013
Closed-form approximate CRF training for scalable image segmentation
A Kolesnikov, M Guillaumin, V Ferrari, CH Lampert
European Conference on Computer Vision, 550-565, 2014
162014
Closed-Form Approximate CRF Training for Scalable Image Segmentation
A Kolesnikov, M Guillaumin, V Ferrari, CH Lampert
European Conference on Computer Vision (ECCV), 2014
162014
Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation
A Kolesnikov, M Guillaumin, V Ferrari, CH Lampert
arXiv preprint arXiv:1403.7057, 2014
102014
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