| 2014 | DEXA | A First Attempt to Computing Generic Set Partitions: Delegation to an SQL Query Engine. | Frdric Dumonceaux, Guillaume Raschia, Marc Gelgon |
| 2014 | ICPR | An Algebraic Approach to Ensemble Clustering. | Frdric Dumonceaux, Guillaume Raschia, Marc Gelgon |
| 2011 | IDC | A Decentralized Technique for Robust Probabilistic Mixture Modelling of a Distributed Data Set. | Ali El Attar, Antoine Pigeau, Marc Gelgon |
| 2010 | ICPR | Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes Technique Over Parameters. | Pierrick Bruneau, Marc Gelgon, Fabien Picarougne |
| 2009 | CEC | Incremental semi-supervised clustering in a data stream with a flock of agents. | Pierrick Bruneau, Fabien Picarougne, Marc Gelgon |
| 2008 | ICPR | Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach. | Pierrick Bruneau, Marc Gelgon, Fabien Picarougne |
| 2008 | PDP | Decentralized Learning of a Gaussian Mixture with Variational Bayes-based Aggregation. | Marc Gelgon, Afshin Nikseresht |
| 2007 | SAC | Fast tracking of hierarchical partitions with approximate kl-divergence for geo-temporal organization of personal images. | Antoine Pigeau, Afshin Nikseresht, Marc Gelgon |
| 2006 | ICASSP | Fast Incremental Clustering of Gaussian Mixture Speaker Models for Scaling up Retrieval In On-Line Broadcast. | Jamal E. Rougui, Mohammed Rziza, Driss Aboutajdine, Marc Gelgon, Jos Martinez |
| 2006 | PDP | Fast Decentralized Learning of a Gaussian Mixture Model for Large-Scale Multimedia Retrieval. | Afshin Nikseresht, Marc Gelgon |
| 2006 | SAC | Hierarchical organization of a set of Gaussian mixture speaker models for scaling up indexing and retrieval in audio documents. | Jamal E. Rougui, Mohammed Rziza, Driss Aboutajdine, Marc Gelgon, Jos Martinez |
| 2004 | ICPR | Incremental Statistical Geo-Temporal Structuring of a Personal Camera Phone Image Collection. | Antoine Pigeau, Marc Gelgon |
| 2003 | VCIP | Human detection and tracking for video surveillance applications in a low-density environment. | Lionel Carminati, Jenny Benois-Pineau, Marc Gelgon |
| 2001 | ICIP | Using face detection for browsing personal slow video in a small terminal and worn camera context. | Marc Gelgon |
| 1999 | ICIP | Moving Object Detection in Color Image Sequences Using Region-Level Graph Labeling. | Ronan Fablet, Patrick Bouthemy, Marc Gelgon |
| 1998 | ECCV | Determining a Structured Spatio-Temporal Representation of Video Content for Efficient Visualization and Indexing. | Marc Gelgon, Patrick Bouthemy |
| 1998 | WACV | Building and using hypervideos. | Pascal Bertolino, Roger Mohr, Cordelia Schmid, Patrick Bouthemy, Marc Gelgon, Fabien Spindler, Serge Benayoun, Hlne Bernard |
| 1997 | CVPR | A region-level graph labeling approach to motion-based segmentation. | Marc Gelgon, Patrick Bouthemy |