Matthieu Guillaumin

Is that you? Metric learning approaches for face identification

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid · 2009 · 761 citations · Full text

Engineering, Machine Learning, Biometrics +16

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

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek et al. · 2009 · 699 citations · Full text

Image Similarity Metrics, Data Annotation, Engineering +21

Multimodal semi-supervised learning for image classification

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid · 2010 · 419 citations · Full text

Multimodal Semi-supervised Learning, Multiple Instance Learning, Engineering +17

Prime Object Proposals with Randomized Prim's Algorithm

Santiago Manén, Matthieu Guillaumin, Luc Van Gool · 2013 · 290 citations · Full text

Artificial Intelligence, Scene Analysis, Engineering +16

Incremental Learning of Random Forests for Large-Scale Image Classification

Marko Ristin, Matthieu Guillaumin, Jüergen Gall et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 158 citations

Few-shot Learning, Incremental Learning, Engineering +18