Guillaumin, Matthieu

18 publications

WACV 2025 LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts Anh-Quan Cao, Maximilian Jaritz, Matthieu Guillaumin, Raoul de Charette, Loris Bazzani

CVPR 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

CVPR 2015 From Categories to Subcategories: Large-Scale Image Classification with Partial Class Label Refinement Marko Ristin, Juergen Gall, Matthieu Guillaumin, Luc Van Gool

ECCV 2014 Appearances Can Be Deceiving: Learning Visual Tracking from Few Trajectory Annotations Santiago Manen, Junseok Kwon, Matthieu Guillaumin, Luc Van Gool

ECCV 2014 Closed-Form Approximate CRF Training for Scalable Image Segmentation Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert

ECCV 2014 Food-101 - Mining Discriminative Components with Random Forests Lukas Bossard, Matthieu Guillaumin, Luc Van Gool

CVPR 2014 Incremental Learning of NCM Forests for Large-Scale Image Classification Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool

NeurIPS 2014 Quantized Kernel Learning for Feature Matching Danfeng Qin, Xuanli Chen, Matthieu Guillaumin, Luc V. Gool

ICCV 2013 Event Recognition in Photo Collections with a Stopwatch HMM Lukas Bossard, Matthieu Guillaumin, Luc Van Gool

CVPR 2013 Fast Energy Minimization Using Learned State Filters Matthieu Guillaumin, Luc Van Gool, Vittorio Ferrari

ICCV 2013 Prime Object Proposals with Randomized Prim's Algorithm Santiago Manen, Matthieu Guillaumin, Luc Van Gool

CVPR 2012 Large-Scale Knowledge Transfer for Object Localization in ImageNet Matthieu Guillaumin, Vittorio Ferrari

ECCV 2012 Segmentation Propagation in ImageNet Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari

CVPR 2010 Multimodal Semi-Supervised Learning for Image Classification Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid

ECCV 2010 Multiple Instance Metric Learning from Automatically Labeled Bags of Faces Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid

ICCV 2009 Is That You? Metric Learning Approaches for Face Identification Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid

ICCV 2009 TagProp: Discriminative Metric Learning in Nearest Neighbor Models for Image Auto-Annotation Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid

CVPR 2008 Automatic Face Naming with Caption-Based Supervision Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid