Stéphane Marchand-Maillet

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 66

Top Venues

Publications

Lorenzo Bini, Fatemeh Nassajian Mojarrad, Thomas Matthes, Stéphane Marchand-Maillet
HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention. CoRR (2024)
Lorenzo Bini, Fatemeh Nassajian Mojarrad, Margarita Liarou, Thomas Matthes, Stéphane Marchand-Maillet
FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking. CoRR (2024)
Fatemeh Nassajian Mojarrad, Lorenzo Bini, Thomas Matthes, Stéphane Marchand-Maillet
Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph. CoRR (2024)
Fatemeh Nassajian Mojarrad, Lorenzo Bini, Thomas Matthes, Stéphane Marchand-Maillet
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction. CoRR (2024)
Stéphane Marchand-Maillet, Edgar Chávez
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs. Inf. Syst. 121 (2024)
Yuan Chen, Stéphane Marchand-Maillet
Supervised Auto-Encoding Twin-Bottleneck Hashing. CoRR (2023)
Edgar Chávez, Stéphane Marchand-Maillet, Adolfo J. Quiroz
Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering. SISAP (2023)
Stéphane Marchand-Maillet, Edgar Chávez
HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies. SISAP (2022)
Ubaldo Ruiz, Stéphane Marchand-Maillet, Edgar Chávez
Stable Anchors for Matching Unlabelled Point Clouds. SISAP (2022)
Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet
Cold Start Active Learning Strategies in the Context of Imbalanced Classification. CoRR (2022)
Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. CoRR (2022)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR (2021)
Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. ICCVW (2021)
Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI (2021)
Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier
Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. 13 (6) (2021)
Yasin N. Silva, Stéphane Marchand-Maillet
Introduction to Special Issue of the 11th International Conference on Similarity Search and Applications (SISAP 2018). Inf. Syst. 95 (2021)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Stevan Rudinac, Jenny Benois-Pineau, Stéphane Marchand-Maillet
Special issue on content-based multimedia indexing in the era of artificial intelligence. Multim. Tools Appl. 80 (15) (2021)
Stéphane Marchand-Maillet, Oscar Pedreira, Edgar Chávez
Structural Intrinsic Dimensionality. SISAP (2021)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Exchange-based diffusion in Hb-Graphs. Multim. Tools Appl. 80 (15) (2021)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Orthogonal Local Image Descriptors with Convolutional Autoencoders. MCPR (2020)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
The HyperBagGraph DataEdron: An Enriched Browsing Experience of Datasets. SOFSEM (2020)
Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet
Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. CDVE (2020)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Tuning Ranking in Co-occurrence Networks with General Biased Exchange-based Diffusion on Hyper-bag-graphs. CoRR (2020)
Laurent Amsaleg, Stéphane Marchand-Maillet
Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017). Inf. Syst. 87 (2020)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR (2020)
Oscar Pedreira, Stéphane Marchand-Maillet, Edgar Chávez
Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. SISAP (2020)
Mara Graziani, Vincent Andrearczyk, Stéphane Marchand-Maillet, Henning Müller
Concept attribution: Explaining CNN decisions to physicians. Comput. Biol. Medicine 123 (2020)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR (2020)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier
Extracting localized information from a Twitter corpus for flood prevention. CoRR (2019)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Inductive t-SNE via deep learning to visualize multi-label images. Eng. Appl. Artif. Intell. 81 (2019)
Angello Hoyos, Ubaldo Ruiz, Stéphane Marchand-Maillet, Edgar Chávez
Indexability-Based Dataset Partitioning. SISAP (2019)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets. CoRR (2019)
Pablo Strasser, Stéphane Armand, Stéphane Marchand-Maillet, Alexandros Kalousis
Learning by stochastic serializations. CoRR (2019)
Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet
Structured nonlinear variable selection. UAI (2018)
Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet
Large-Scale Nonlinear Variable Selection via Kernel Random Features. ECML/PKDD (2) (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. Electron. Notes Discret. Math. 70 (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. CoRR (2018)
Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet
Large-scale Nonlinear Variable Selection via Kernel Random Features. CoRR (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. CoRR (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. CoRR (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. CBMI (2018)
Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
Structured nonlinear variable selection. CoRR (2018)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet
Extracting Flood Maps from Social Media for Assimilation. eScience (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors. CoRR (2018)
Jacqueline Boutin, Jean-Luc Vergely, Stéphane Marchand-Maillet, Nicolas Kolodziejczyk, Nicolas Reul
Revised Mitigation of Systematic Errors in SMOS Sea Surface Salinity. IGARSS (2018)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. Electron. Notes Discret. Math. 70 (2018)
Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet
Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. CoRR (2017)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs. MCPR (2017)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials CoRR (2017)
Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
Networks of Collaborations: Hypergraph Modeling and Visualisation. CoRR (2017)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE. CBMI (2017)
Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
On Hölder projective divergences. CoRR (2017)
Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
Employing GPU architectures for permutation-based indexing. Multim. Tools Appl. 76 (9) (2017)
Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
On Hölder Projective Divergences. Entropy 19 (3) (2017)
Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
k-Means Clustering with Hölder Divergences. GSI (2017)
Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. ECML/PKDD (2) (2017)
Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. ACML (2017)
Hasmik Osipyan, Jakub Lokoc, Stéphane Marchand-Maillet
Similarity Search of Sparse Histograms on GPU Architecture. SISAP (2016)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Indexing Mayan hieroglyphs with neural codes. ICPR (2016)
Olivier Schwander, Stéphane Marchand-Maillet, Frank Nielsen
Comix: Joint estimation and lightspeed comparison of mixture models. ICASSP (2016)
Edgar Roman-Rangel, Diego Jimenez-Badillo, Stéphane Marchand-Maillet
Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. MCPR (2016)
Edgar Roman-Rangel, Gulcan Can, Stéphane Marchand-Maillet, Rui Hu, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Jean-Marc Odobez, Daniel Gatica-Perez
Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art. ECCV Workshops (1) (2016)
Edgar Roman-Rangel, Diego Jimenez-Badillo, Stéphane Marchand-Maillet
Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations. ACM Journal on Computing and Cultural Heritage 9 (3) (2016)
Stéphane Marchand-Maillet, Edgar Roman-Rangel, Hisham Mohamed, Frank Nielsen
Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes. SISAP (2016)
Edgar Roman-Rangel, Changhu Wang, Stéphane Marchand-Maillet
SimMap: Similarity maps for scale invariant local shape descriptors. Neurocomputing 175 (2016)
Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
Permutation based indexing for high dimensional data on GPU architectures. CBMI (2015)
Ke Sun, Jun Wang, Alexandros Kalousis, Stéphane Marchand-Maillet
Information Geometry and Minimum Description Length Networks. ICML (2015)
Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet, Jun Wang
Learning vector autoregressive models with focalised Granger-causality graphs. CoRR (2015)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Shape-based detection of Maya hieroglyphs using weighted bag representations. Pattern Recognit. 48 (4) (2015)
Li Weng, Laurent Amsaleg, April Morton, Stéphane Marchand-Maillet
A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. IEEE Trans. Inf. Forensics Secur. 10 (1) (2015)
Hasmik Osipyan, Martin Krulis, Stéphane Marchand-Maillet
A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. ICCSW (2015)
Ke Sun, Jun Wang, Alexandros Kalousis, Stéphane Marchand-Maillet
Space-Time Local Embeddings. NIPS (2015)
Rui Hu, Gulcan Can, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Gabrielle Vail, Stéphane Marchand-Maillet, Jean-Marc Odobez, Daniel Gatica-Perez
Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics. IEEE Signal Process. Mag. 32 (4) (2015)
Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. ADBIS (Short Papers and Workshops) (2015)
Hisham Mohamed, Stéphane Marchand-Maillet
Quantized ranking for permutation-based indexing. Inf. Syst. 52 (2015)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
HOOSC128: A More Robust Local Shape Descriptor. MCPR (2014)
Hisham Mohamed, Stéphane Marchand-Maillet
Distributed media indexing based on MPI and MapReduce. Multim. Tools Appl. 69 (2) (2014)
Ke Sun, Hisham Mohamed, Stéphane Marchand-Maillet
Sparsity on Statistical Simplexes and Diversity in Social Ranking. ACML (2014)
Daniel Gatica-Perez, Carlos Pallan, Stéphane Marchand-Maillet, Jean-Marc Odobez, Edgar Roman-Rangel, Nikolai Grube
The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. DH (2014)
Hisham Mohamed, Hasmik Osipyan, Stéphane Marchand-Maillet
Multi-Core (CPU and GPU) for Permutation-Based Indexing. SISAP (2014)
Ke Sun, Stéphane Marchand-Maillet
An Information Geometry of Statistical Manifold Learning. ICML (2014)
Stéphane Marchand-Maillet, Birgit Hofreiter
Big Data Management and Analysis for Business Informatics - A Survey. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 9 (1) (2014)
Hasmik Osipyan, April Morton, Stéphane Marchand-Maillet
Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. IRFC (2014)
Stéphane Marchand-Maillet, Patrick Lambert, Bernard Mérialdo, Jenny Benois-Pineau
Preface to the special issue on Content-Based Multimedia Indexing. Multim. Tools Appl. 69 (2) (2014)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Automatic Removal of Visual Stop-Words. ACM Multimedia (2014)
Jun Wang, Ke Sun, Fei Sha, Stéphane Marchand-Maillet, Alexandros Kalousis
Two-Stage Metric Learning. ICML (2014)
Hisham Mohamed, Hasmik Osipyan, Stéphane Marchand-Maillet
Fast large-scale multimedia indexing and searching. CBMI (2014)
Bahareh Rahmanzadeh Heravi, Donn Morrison, Prashant Khare, Stéphane Marchand-Maillet
Where Is the News Breaking? Towards a Location-Based Event Detection Framework for Journalists. MMM (2) (2014)
Stéphane Marchand-Maillet
Digesting Large-scale data. CORIA-CIFED (2014)
Jun Wang, Ke Sun, Fei Sha, Stéphane Marchand-Maillet, Alexandros Kalousis
Two-Stage Metric Learning. CoRR (2014)
Donn Morrison, Theodora Tsikrika, Vera Hollink, Arjen P. de Vries, Eric Bruno, Stéphane Marchand-Maillet
Topic modelling of clickthrough data in image search. Multim. Tools Appl. 66 (3) (2013)
Birgit Hofreiter, Stéphane Marchand-Maillet
Rank Aggregation for QoS-Aware Web Service Selection and Composition. SOCA (2013)
Hisham Mohamed, Stéphane Marchand-Maillet
MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy. Parallel Comput. 39 (12) (2013)
Ke Sun, Donn Morrison, Eric Bruno, Stéphane Marchand-Maillet
Learning Representative Nodes in Social Networks. PAKDD (2) (2013)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Bag-of-Visual-Phrases via Local Contexts. ACPR (2013)
Hisham Mohamed, Stéphane Marchand-Maillet
Permutation-Based Pruning for Approximate K-NN Search. DEXA (1) (2013)
Edgar Roman-Rangel, Stéphane Marchand-Maillet
Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. ICIAP Workshops (2013)
Stéphane Marchand-Maillet, Birgit Hofreiter
Multi-dimensional Information Ordering to Support Decision-Making Processes. CBI (2013)
Hisham Mohamed, Stéphane Marchand-Maillet
Quantized Ranking for Permutation-Based Indexing. SISAP (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stéphane Marchand-Maillet