| 2025 | SISAP | Assessing the Quality of Dimensionality Reduction Methods Based on Fuzzy Simplicial Sets. | Victor Reyes, Stphane Marchand-Maillet |
| 2024 | EAMT | RCnum: A Semantic and Multilingual Online Edition of the Geneva Council Registers from 1545 to 1550. | Pierrette Bouillon, Christophe Chazalon, Sandra Coram-Mekkey, Gilles Falquet, Johanna Gerlach, Stphane Marchand-Maillet, Laurent Moccozet, Jonathan Mutal, Raphael Rubino, Marco Sorbi |
| 2024 | SISAP | A Topological Evaluation Model for Manifold Learning and Embedding Techniques. | Victor Reyes, Margarita Liarou, Stphane Marchand-Maillet |
| 2023 | SISAP | Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering. | Edgar Chvez, Stphane Marchand-Maillet, Adolfo J. Quiroz |
| 2022 | SISAP | HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies. | Stphane Marchand-Maillet, Edgar Chvez |
| 2022 | SISAP | Stable Anchors for Matching Unlabelled Point Clouds. | Ubaldo Ruiz, Stphane Marchand-Maillet, Edgar Chvez |
| 2021 | CBMI | Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. | Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stphane Marchand-Maillet |
| 2021 | SISAP | Structural Intrinsic Dimensionality. | Stphane Marchand-Maillet, Oscar Pedreira, Edgar Chvez |
| 2020 | CDVE | Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. | Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stphane Marchand-Maillet |
| 2020 | SISAP | Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. | Oscar Pedreira, Stphane Marchand-Maillet, Edgar Chvez |
| 2020 | SOFSEM | The HyperBagGraph DataEdron: An Enriched Browsing Experience of Datasets. | Xavier Ouvrard, Jean-Marie Le Goff, Stphane Marchand-Maillet |
| 2019 | SISAP | Indexability-Based Dataset Partitioning. | Angello Hoyos, Ubaldo Ruiz, Stphane Marchand-Maillet, Edgar Chvez |
| 2018 | CBMI | Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. | Xavier Ouvrard, Jean-Marie Le Goff, Stphane Marchand-Maillet |
| 2018 | IGARSS | Revised Mitigation of Systematic Errors in SMOS Sea Surface Salinity. | Jacqueline Boutin, Jean-Luc Vergely, Stphane Marchand-Maillet, Nicolas Kolodziejczyk, Nicolas Reul |
| 2018 | UAI | Structured nonlinear variable selection. | Magda Gregorova, Alexandros Kalousis, Stphane Marchand-Maillet |
| 2017 | ACML | Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. | Magda Gregorov, Alexandros Kalousis, Stphane Marchand-Maillet |
| 2017 | CBMI | Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE. | Edgar Roman-Rangel, Stphane Marchand-Maillet |
| 2016 | ECCV | Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art. | Edgar Roman-Rangel, Gulcan Can, Stphane Marchand-Maillet, Rui Hu, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Jean-Marc Odobez, Daniel Gatica-Perez |
| 2016 | ICASSP | Comix: Joint estimation and lightspeed comparison of mixture models. | Olivier Schwander, Stphane Marchand-Maillet, Frank Nielsen |
| 2016 | ICPR | Indexing Mayan hieroglyphs with neural codes. | Edgar Roman-Rangel, Stphane Marchand-Maillet |
| 2016 | SISAP | Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes. | Stphane Marchand-Maillet, Edgar Roman-Rangel, Hisham Mohamed, Frank Nielsen |
| 2016 | SISAP | Similarity Search of Sparse Histograms on GPU Architecture. | Hasmik Osipyan, Jakub Lokoc, Stphane Marchand-Maillet |
| 2015 | ADBIS | Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. | Martin Krulis, Hasmik Osipyan, Stphane Marchand-Maillet |
| 2015 | CBMI | Permutation based indexing for high dimensional data on GPU architectures. | Martin Krulis, Hasmik Osipyan, Stphane Marchand-Maillet |
| 2015 | ICML | Information Geometry and Minimum Description Length Networks. | Ke Sun, Jun Wang, Alexandros Kalousis, Stphane Marchand-Maillet |
| 2014 | ACML | Sparsity on Statistical Simplexes and Diversity in Social Ranking. | Ke Sun, Hisham Mohamed, Stphane Marchand-Maillet |
| 2014 | CBMI | Fast large-scale multimedia indexing and searching. | Hisham Mohamed, Hasmik Osipyan, Stphane Marchand-Maillet |
| 2014 | ICML | An Information Geometry of Statistical Manifold Learning. | Ke Sun, Stphane Marchand-Maillet |
| 2014 | ICML | Two-Stage Metric Learning. | Jun Wang, Ke Sun, Fei Sha, Stphane Marchand-Maillet, Alexandros Kalousis |
| 2014 | MMM | Where Is the News Breaking? Towards a Location-Based Event Detection Framework for Journalists. | Bahareh Rahmanzadeh Heravi, Donn Morrison, Prashant Khare, Stphane Marchand-Maillet |
| 2014 | SISAP | Multi-Core (CPU and GPU) for Permutation-Based Indexing. | Hisham Mohamed, Hasmik Osipyan, Stphane Marchand-Maillet |
| 2013 | DEXA | Permutation-Based Pruning for Approximate K-NN Search. | Hisham Mohamed, Stphane Marchand-Maillet |
| 2013 | ICIAP | Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. | Edgar Roman-Rangel, Stphane Marchand-Maillet |
| 2013 | PAKDD | Learning Representative Nodes in Social Networks. | Ke Sun, Donn Morrison, Eric Bruno, Stphane Marchand-Maillet |
| 2013 | SISAP | Quantized Ranking for Permutation-Based Indexing. | Hisham Mohamed, Stphane Marchand-Maillet |
| 2012 | CBMI | Distributed media indexing based on MPI and MapReduce. | Hisham Mohamed, Stphane Marchand-Maillet |
| 2012 | ICPR | Unsupervised skeleton learning for manifold denoising. | Ke Sun, Eric Bruno, Stphane Marchand-Maillet |
| 2012 | SISAP | Parallel Approaches to Permutation-Based Indexing Using Inverted Files. | Hisham Mohamed, Stphane Marchand-Maillet |
| 2011 | CBMI | Query log simulation for long-term learning in image retrieval. | Donn Morrison, Stphane Marchand-Maillet, Eric Bruno |
| 2011 | FUSION | Effective multimodal information fusion by structure learning. | Jana Kludas, Stphane Marchand-Maillet |
| 2010 | ICDM | High-Dimensional Multimodal Distribution Embedding. | Eniko Szekely, Eric Bruno, Stphane Marchand-Maillet |
| 2009 | ECIR | Workshop on Information Retrieval over Social Networks. | Stphane Marchand-Maillet, Arjen P. de Vries, Mor Naaman |
| 2009 | IC3K | Unsupervised Discriminant Embedding in Cluster Spaces. | Eniko Szekely, Eric Bruno, Stphane Marchand-Maillet |
| 2009 | IC3K | Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models. | Eniko Szekely, Eric Bruno, Stphane Marchand-Maillet |
| 2009 | KDD | TagCaptcha: annotating images with CAPTCHAs. | Donn Morrison, Stphane Marchand-Maillet, Eric Bruno |
| 2009 | SIGIR | Multiview clustering: a late fusion approach using latent models. | Eric Bruno, Stphane Marchand-Maillet |
| 2008 | CBMI | Semantic clustering of images using patterns of relevance feedback. | Donn Morrison, Stphane Marchand-Maillet, Eric Bruno |
| 2005 | ICIP | Interactive partial matching of video sequences in large collections. | Nicolas Monne-Loccoz, Eric Bruno, Stphane Marchand-Maillet |
| 2004 | CVPR | Visual Object Categorization Using Distance-Based Discriminant Analysis. | Serhiy Kosinov, Stphane Marchand-Maillet, Thierry Pun |
| 2004 | CVPR | Visual Object Categorization using Distance-Based Discriminant Analysis. | Serhiy Kosinov, Stphane Marchand-Maillet, Thierry Pun |
| 2000 | ICASSP | Approximate Viterbi decoding for 2D-hidden Markov models. | Bernard Mrialdo, Stphane Marchand-Maillet, Benoit Huet |
| 2000 | ICPR | Strategies for Positive and Negative Relevance Feedback in Image Retrieval. | Henning Mller, Wolfgang Mller, Stphane Marchand-Maillet, Thierry Pun, David Squire |
| 1996 | ICPR | A minimum spanning tree approach to line image analysis. | Stphane Marchand-Maillet, Yazid M. Sharaiha |
| 1994 | ISMM | Optimization in Voronoi Diagrams. | Etienne Bertin, Stphane Marchand-Maillet, Jean-Marc Chassery |