| 2016 | ECCV | Polysemous Codes. | Matthijs Douze, Herv Jgou, Florent Perronnin |
| 2015 | BMVC | Deep Fishing: Gradient Features from Deep Nets. | Albert Gordo, Adrien Gaidon, Florent Perronnin |
| 2015 | CVPR | Fisher vectors meet Neural Networks: A hybrid classification architecture. | Florent Perronnin, Diane Larlus |
| 2015 | ICCV | LEWIS: Latent Embeddings for Word Images and Their Semantics. | Albert Gordo, Jon Almazn, Naila Murray, Florent Perronnin |
| 2015 | ICCV | Local Convolutional Features with Unsupervised Training for Image Retrieval. | Mattis Paulin, Matthijs Douze, Zad Harchaoui, Julien Mairal, Florent Perronnin, Cordelia Schmid |
| 2014 | CVPR | Generalized Max Pooling. | Naila Murray, Florent Perronnin |
| 2014 | CVPR | Transformation Pursuit for Image Classification. | Mattis Paulin, Jrme Revaud, Zad Harchaoui, Florent Perronnin, Cordelia Schmid |
| 2014 | ECCV | Domain Adaptation with a Domain Specific Class Means Classifier. | Gabriela Csurka, Boris Chidlovskii, Florent Perronnin |
| 2014 | WACV | Comparison of face detection and image classification for detecting front seat passengers in vehicles. | Yusuf Artan, Peter Paul, Florent Perronnin, Aaron Burry |
| 2013 | ACL | Aggregating Continuous Word Embeddings for Information Retrieval. | Stphane Clinchant, Florent Perronnin |
| 2013 | BMVC | What is a good evaluation measure for semantic segmentation?. | Gabriela Csurka, Diane Larlus, Florent Perronnin |
| 2013 | BMVC | Learning beautiful (and ugly) attributes. | Luca Marchesotti, Florent Perronnin |
| 2013 | BMVC | Label embedding for text recognition. | Jos A. Rodrguez-Serrano, Florent Perronnin |
| 2013 | CVPR | Label-Embedding for Attribute-Based Classification. | Zeynep Akata, Florent Perronnin, Zad Harchaoui, Cordelia Schmid |
| 2013 | ICTIR | Textual Similarity with a Bag-of-Embedded-Words Model. | Stphane Clinchant, Florent Perronnin |
| 2012 | BMVC | Learning to rank images using semantic and aesthetic labels. | Naila Murray, Luca Marchesotti, Florent Perronnin |
| 2012 | CVPR | Leveraging category-level labels for instance-level image retrieval. | Albert Gordo, Jos A. Rodrguez-Serrano, Florent Perronnin, Ernest Valveny |
| 2012 | CVPR | AVA: A large-scale database for aesthetic visual analysis. | Naila Murray, Luca Marchesotti, Florent Perronnin |
| 2012 | CVPR | Towards good practice in large-scale learning for image classification. | Florent Perronnin, Zeynep Akata, Zad Harchaoui, Cordelia Schmid |
| 2012 | DAS | Document Classification Using Multiple Views. | Albert Gordo, Florent Perronnin, Ernest Valveny |
| 2012 | ECCV | Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost. | Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka |
| 2012 | ECCV | Data-Driven Vehicle Identification by Image Matching. | Jos A. Rodrguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders |
| 2011 | CVPR | Asymmetric distances for binary embeddings. | Albert Gordo, Florent Perronnin |
| 2011 | CVPR | High-dimensional signature compression for large-scale image classification. | Jorge Snchez, Florent Perronnin |
| 2011 | ICCV | Assessing the aesthetic quality of photographs using generic image descriptors. | Luca Marchesotti, Florent Perronnin, Diane Larlus, Gabriela Csurka |
| 2010 | CVPR | Large-scale image retrieval with compressed Fisher vectors. | Florent Perronnin, Yan Liu, Jorge Snchez, Herv Poirier |
| 2010 | CVPR | Large-scale image categorization with explicit data embedding. | Florent Perronnin, Jorge Snchez, Yan Liu |
| 2010 | ECCV | Improving the Fisher Kernel for Large-Scale Image Classification. | Florent Perronnin, Jorge Snchez, Thomas Mensink |
| 2010 | ICIP | Font retrieval on a large scale: An experimental study. | Saurabh Kataria, Luca Marchesotti, Florent Perronnin |
| 2010 | ICPR | A Bag-of-Pages Approach to Unordered Multi-page Document Classification. | Albert Gordo, Florent Perronnin |
| 2009 | BMVC | Hierarchical Image-Region Labeling via Structured Learning. | Julian J. McAuley, Tefilo Emdio de Campos, Gabriela Csurka, Florent Perronnin |
| 2009 | CVPR | Modeling images as mixtures of reference images. | Florent Perronnin, Yan Liu |
| 2009 | CVPR | A family of contextual measures of similarity between distributions with application to image retrieval. | Florent Perronnin, Yan Liu, Jean-Michel Renders |
| 2009 | CVPR | A similarity measure between vector sequences with application to handwritten word image retrieval. | Jos A. Rodrguez-Serrano, Florent Perronnin, Josep Llads, Gemma Snchez |
| 2009 | ICDAR | Fisher Kernels for Handwritten Word-spotting. | Florent Perronnin, Jos A. Rodrguez-Serrano |
| 2009 | ICDAR | Handwritten Word Image Retrieval with Synthesized Typed Queries. | Jos A. Rodrguez-Serrano, Florent Perronnin |
| 2008 | BMVC | A Simple High Performance Approach to Semantic Segmentation. | Gabriela Csurka, Florent Perronnin |
| 2008 | CVPR | A similarity measure between unordered vector sets with application to image categorization. | Yan Liu, Florent Perronnin |
| 2008 | ICIP | An analysis of the relationship between painters based on their work. | Marco Bressan, Claudio Cifarelli, Florent Perronnin |
| 2008 | ICPR | Unsupervised writer style adaptation for handwritten word spotting. | Jos A. Rodrguez, Florent Perronnin, Gemma Snchez, Josep Llads |
| 2007 | CVPR | Fisher Kernels on Visual Vocabularies for Image Categorization. | Florent Perronnin, Christopher R. Dance |
| 2006 | ECCV | Adapted Vocabularies for Generic Visual Categorization. | Florent Perronnin, Christopher R. Dance, Gabriela Csurka, Marco Bressan |
| 2005 | ICIAP | Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization. | Gabriela Csurka, Jutta Willamowski, Christopher R. Dance, Florent Perronnin |
| 2004 | ICASSP | From turbo hidden Markov models to turbo state-space models [face recognition applications]. | Florent Perronnin, Jean-Luc Dugelay |
| 2003 | ICASSP | Iterative decoding of two-dimensional hidden Markov models. | Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose |
| 2003 | ICIP | Deformable face mapping for person identification. | Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose |
| 2002 | ICASSP | Recent advances in biometric person authentication. | Jean-Luc Dugelay, Jean-Claude Junqua, Costas Kotropoulos, Roland Kuhn, Florent Perronnin, Ioannis Pitas |
| 2001 | ICASSP | Very fast adaptation with a compact context-dependent eigenvoice model. | Roland Kuhn, Florent Perronnin, Patrick Nguyen, Jean-Claude Junqua, Luca Rigazio |
| 2001 | Interspeech | Maximum-likelihood training of a bipartite acoustic model for speech recognition. | Florent Perronnin, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua |