Matthieu Guillaumin

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 4

Top Venues

CVPR

CoRR

ICCV

ECCV (5)

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Jasmine Collins, Shubham Goel, Kenan Deng, Achleshwar Luthra, Leon Xu, Erhan Gundogdu, Xi Zhang, Tomas F. Yago Vicente, Thomas Dideriksen, Himanshu Arora, Matthieu Guillaumin, Jitendra Malik
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding. CVPR (2022)
Jasmine Collins, Shubham Goel, Achleshwar Luthra, Leon Xu, Kenan Deng, Xi Zhang, Tomas F. Yago Vicente, Himanshu Arora, Thomas Dideriksen, Matthieu Guillaumin, Jitendra Malik
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding. CoRR (2021)
Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool
Incremental Learning of Random Forests for Large-Scale Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38 (3) (2016)
Marko Ristin, Juergen Gall, Matthieu Guillaumin, Luc Van Gool
From categories to subcategories: Large-scale image classification with partial class label refinement. CVPR (2015)
Matthieu Guillaumin, Daniel Küttel, Vittorio Ferrari
ImageNet Auto-Annotation with Segmentation Propagation. Int. J. Comput. Vis. 110 (3) (2014)
Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool
Incremental Learning of NCM Forests for Large-Scale Image Classification. CVPR (2014)
Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert
Closed-Form Approximate CRF Training for Scalable Image Segmentation. ECCV (3) (2014)
Santiago Manen, Junseok Kwon, Matthieu Guillaumin, Luc Van Gool
Appearances Can Be Deceiving: Learning Visual Tracking from Few Trajectory Annotations. ECCV (5) (2014)
Rasmus Rothe, Matthieu Guillaumin, Luc Van Gool
Non-maximum Suppression for Object Detection by Passing Messages Between Windows. ACCV (1) (2014)
Danfeng Qin, Yuhua Chen, Matthieu Guillaumin, Luc Van Gool
Learning to Rank Histograms for Object Retrieval. BMVC (2014)
Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert
Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation. CoRR (2014)
Lukas Bossard, Matthieu Guillaumin, Luc Van Gool
Food-101 - Mining Discriminative Components with Random Forests. ECCV (6) (2014)
Danfeng Qin, Xuanli Chen, Matthieu Guillaumin, Luc Van Gool
Quantized Kernel Learning for Feature Matching. NIPS (2014)
Matthieu Guillaumin, Luc Van Gool, Vittorio Ferrari
Fast Energy Minimization Using Learned State Filters. CVPR (2013)
Santiago Manen, Matthieu Guillaumin, Luc Van Gool
Prime Object Proposals with Randomized Prim's Algorithm. ICCV (2013)
Lukas Bossard, Matthieu Guillaumin, Luc Van Gool
Event Recognition in Photo Collections with a Stopwatch HMM. ICCV (2013)
Matthieu Guillaumin, Vittorio Ferrari
Large-scale knowledge transfer for object localization in ImageNet. CVPR (2012)
Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari
Combining Image-Level and Segment-Level Models for Automatic Annotation. MMM (2012)
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verbeek, Cordelia Schmid
Face Recognition from Caption-Based Supervision. Int. J. Comput. Vis. 96 (1) (2012)
Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari
Segmentation Propagation in ImageNet. ECCV (7) (2012)
Matthieu Guillaumin, Jakob J. Verbeek, Cordelia Schmid
Multiple Instance Metric Learning from Automatically Labeled Bags of Faces. ECCV (1) (2010)
Matthieu Guillaumin, Jakob J. Verbeek, Cordelia Schmid
Multimodal semi-supervised learning for image classification. CVPR (2010)
Jakob J. Verbeek, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid
Image annotation with tagprop on the MIRFLICKR set. Multimedia Information Retrieval (2010)
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verbeek, Cordelia Schmid
TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation. ICCV (2009)
Matthieu Guillaumin, Jakob J. Verbeek, Cordelia Schmid
Is that you? Metric learning approaches for face identification. ICCV (2009)
Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid, Jakob J. Verbeek
INRIA-LEAR's Participation in ImageCLEF 2009. CLEF (Working Notes) (2009)
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verbeek, Cordelia Schmid
Automatic face naming with caption-based supervision. CVPR (2008)

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Publication Activity (10 Years)

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Matthieu Guillaumin