Matthieu Guillaumin

According to our database, Matthieu Guillaumin authored at least 29 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts.

Anh-Quan Cao, Maximilian Jaritz, Matthieu Guillaumin, Raoul de Charette, Loris Bazzani

CoRR, 2024

2022

ABO: Dataset and Benchmarks for Real-World 3D Object Understanding.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

ABO: Dataset and Benchmarks for Real-World 3D Object Understanding.

Jasmine Collins, Shubham Goel, Achleshwar Luthra, Leon Xu, Kenan Deng, Xi Zhang, Tomas F. Yago Vicente, Himanshu Arora, Thomas Dideriksen, Matthieu Guillaumin, Jitendra Malik

CoRR, 2021

2016

Incremental Learning of Random Forests for Large-Scale Image Classification.

Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool

IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015

From categories to subcategories: Large-scale image classification with partial class label refinement.

Marko Ristin, Juergen Gall, Matthieu Guillaumin, Luc Van Gool

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

ImageNet Auto-Annotation with Segmentation Propagation.

Matthieu Guillaumin, Daniel Küttel, Vittorio Ferrari

Int. J. Comput. Vis., 2014

Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation.

Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert

CoRR, 2014

Quantized Kernel Learning for Feature Matching.

Danfeng Qin, Xuanli Chen, Matthieu Guillaumin, Luc Van Gool

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Appearances Can Be Deceiving: Learning Visual Tracking from Few Trajectory Annotations.

Santiago Manen, Junseok Kwon, Matthieu Guillaumin, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2014, 2014

Closed-Form Approximate CRF Training for Scalable Image Segmentation.

Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert

Proceedings of the Computer Vision - ECCV 2014, 2014

Food-101 - Mining Discriminative Components with Random Forests.

Lukas Bossard, Matthieu Guillaumin, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2014, 2014

Incremental Learning of NCM Forests for Large-Scale Image Classification.

Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Learning to Rank Histograms for Object Retrieval.

Danfeng Qin, Yuhua Chen, Matthieu Guillaumin, Luc Van Gool

Proceedings of the British Machine Vision Conference, 2014

Non-maximum Suppression for Object Detection by Passing Messages Between Windows.

Rasmus Rothe, Matthieu Guillaumin, Luc Van Gool

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Prime Object Proposals with Randomized Prim's Algorithm.

Santiago Manen, Matthieu Guillaumin, Luc Van Gool

Proceedings of the IEEE International Conference on Computer Vision, 2013

Event Recognition in Photo Collections with a Stopwatch HMM.

Lukas Bossard, Matthieu Guillaumin, Luc Van Gool

Proceedings of the IEEE International Conference on Computer Vision, 2013

Fast Energy Minimization Using Learned State Filters.

Matthieu Guillaumin, Luc Van Gool, Vittorio Ferrari

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Face Recognition from Caption-Based Supervision.

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid

Int. J. Comput. Vis., 2012

Combining Image-Level and Segment-Level Models for Automatic Annotation.

Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Segmentation Propagation in ImageNet.

Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari

Proceedings of the Computer Vision - ECCV 2012, 2012

Large-scale knowledge transfer for object localization in ImageNet.

Matthieu Guillaumin, Vittorio Ferrari

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2010

Exploiting Multimodal Data for Image Understanding. (Données multimodales pour l'analyse d'image).

Matthieu Guillaumin

PhD thesis, 2010

Image annotation with tagprop on the MIRFLICKR set.

Jakob Verbeek, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Multiple Instance Metric Learning from Automatically Labeled Bags of Faces.

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid

Proceedings of the Computer Vision, 2010

Multimodal semi-supervised learning for image classification.

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Is that you? Metric learning approaches for face identification.

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation.

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

INRIA-LEAR's Participation in ImageCLEF 2009.

Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid, Jakob Verbeek

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008

Automatic face naming with caption-based supervision.

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008