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Matthieu Guillaumin
Matthieu Guillaumin
Sr Computer Vision Scientist, Amazon ML Berlin
Verified email at guillaum.in - Homepage
Title
Cited by
Cited by
Year
Food-101–Mining Discriminative Components with Random Forests
L Bossard, M Guillaumin, L Van Gool
European Conference on Computer Vision (ECCV), 2014
16492014
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
10572009
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
8752009
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
5592010
Prime Object Proposals with Randomized Prim’s Algorithm
S Manen, M Guillaumin, L Van Gool
International Conference on Computer Vision (ICCV), 2013
3582013
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
3032014
Multiple instance metric learning from automatically labeled bags of faces
M Guillaumin, J Verbeek, C Schmid
Computer Vision–ECCV 2010, 634-647, 2010
2252010
Segmentation propagation in imagenet
D Kuettel, M Guillaumin, V Ferrari
European Conference on Computer Vision, 459-473, 2012
1622012
Imagenet auto-annotation with segmentation propagation
M Guillaumin, D Küttel, V Ferrari
International Journal of Computer Vision 110, 328-348, 2014
1462014
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
133
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
1252010
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
1222014
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
1212008
Face recognition from caption-based supervision
M Guillaumin, T Mensink, J Verbeek, C Schmid
International Journal of Computer Vision, 1-19, 2012
1012012
Large-scale Knowledge Transfer for Object Localization in ImageNet
M Guillaumin, V Ferrari
Computer Vision and Pattern Recognition (CVPR) 2012, 2012
972012
Abo: Dataset and benchmarks for real-world 3d object understanding
J Collins, S Goel, K Deng, A Luthra, L Xu, E Gundogdu, X Zhang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
752022
From Categories to Subcategories: Large-scale Image Classification with Partial Class Label Refinement
M Ristin, J Gall, M Guillaumin, L Van Gool
CVPR, 2015
672015
Event Recognition in Photo Collections with a Stopwatch HMM
L Bossard, M Guillaumin, L Van Gool
International Conference on Computer Vision (ICCV), 2013
572013
Closed-Form Approximate CRF Training for Scalable Image Segmentation
A Kolesnikov, M Guillaumin, V Ferrari, CH Lampert
European Conference on Computer Vision (ECCV), 2014
192014
Closed-form approximate CRF training for scalable image segmentation
A Kolesnikov, M Guillaumin, V Ferrari, CH Lampert
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
192014
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