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Roman-Rangel, E., Jimenez-Badillo, D., & Marchand-Maillet, S. (2016). Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. In Mexican Conference on Pattern Recognition (MCPR 2016), Guanajuato, MX.
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Schwander, O., Marchand-Maillet, S., & Nielsen, F. (2016). Comix: Joint estimation and lightspeed comparison of mixture models. In IEEE ICASSP 2016, Shanghai, China, March 2016.
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Osipyan, H., Krulis, M., & Marchand-Maillet, S. (2015). A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. In 2015 Imperial College Computing Student Workshop, ICCSW 2015, September 24-25, 2015, London, United Kingdom.
Sun, K., Wang, J., Kalousis, A., & Marchand-Maillet, S. (2015). Information Geometry and Minimum Description Length Networks. In Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015.
Sun, K., Wang, J., Kalousis, A., & Marchand-Maillet, S. (2015). Space-Time Local Embeddings. In Proceedings of Advances in Neural Information Processing Systems 28 (NIPS 2015), Montreal, Canada, December 2015.
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Krulis, M., Osipyan, H., & Marchand-Maillet, S. (2015). Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. In New Trends in Databases and Information Systems - ADBIS 2015 Short Papers and Workshops, Poitiers, France, September 8-11, 2015. Proceedings.
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Heravi, B., Morrison, D., Khare, P., & Marchand-Maillet, S. (2014). Where is the news breaking? Towards a location-based event detection framework for journalists. In Proceedings of the 20th Anniversary International Conference on MultiMedia Modeling (MMM 2014), Dublin, Ireland.
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Rangel, E. R., & Marchand-Maillet, S. (2014). Automatic Removal of Visual Stop-Words. In Proceedings of the 34th International ACM Multimeia Conference (ACM Multimedia 2014), Orlando, FL.
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Roman-Rangel, E., & Marchand-Maillet, S. (2014). HOOSC128: A More Robust Local Shape Descriptor. In Proceedings of the 6th Mexican Conference on Pattern Recognition (MCPR2014), Cancun, Mexico.
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Gatica-Perez, D., Pallan, C., Marchand-Maillet, S., Odobez, J., Roman Rangel, E., & Grube, N. (2014). The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. In Digital Humanities (DH 2014), Lausanne, Switzerland.
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Osipyan, H., Morton, A., & Marchand-Maillet, S. (2014). Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. In Proceedings of the 7th Information Retrieval Facility Conference (IRFC 2014), Copenhagen, DK.
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Mohamed, H., Osipyan, H., & Marchand-Maillet, S. (2014). Fast Large-Scale Multimedia Indexing and Searching. In Proceedings of the International Workshop on Content-Based Multimedia Indexing (CBMI 2014), Klagenfurt, Austria.
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Mohamed, H., Osipyan, H., & Marchand-Maillet, S. (2014). Multi-Core (CPU and GPU) For Permutation-Based Indexing. In Proceedings of the 7th Internation Conference on Similarity Search and Applications (SISAP2014), Los Cabos, Mexico.
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Wang, J., Sun, K., Sha, F., Marchand-Maillet, S., & Kalousis, A. (2014). Two-Stage Metric Learning. In Proceedings of the International Conference on Machine Learning (ICML 2014), Beijing, China.
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Sun, K., Mohamed, H., & Marchand-Maillet, S. (2014). Sparsity on Statistical Simplexes and Diversity in Social Ranking. In Proceedings of the 6th Asian Conference on Machine Learning (ACML 2014), Nha Trang, Vietnam.
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Sun, K., & Marchand-Maillet, S. (2014). An Information Geometry of Statistical Manifold Learning. In Proceedings of the International Conference on Machine Learning (ICML 2014), Beijing, China.
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Sun, K., & Marchand-Maillet, S. (2014). Information Geometric Density Estimation. In Proceedings of the 34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt2014), Amboise, France.
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Marchand-Maillet, S. (2014). Digesting Large-scale Data. In Invited talk at the 11th French Information Retrieval Conference (CORIA 2014), Nancy, France.
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Hofreiter, B., & Marchand-Maillet, S. (2013). Rank Aggregation for QoS-Aware Web Service Selection and Composition. In Proceedings of the IEEE International Conference on Service Oriented Computing & Applications (SOCA 2013), Kauai Island, Hawai.
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Roman-Rangel, E., & Marchand-Maillet, S. (2013). Bag-of-Visual-Phrases via Local Contexts. In Proceedings of Workshop in Recent Advances in Computer Vision and Pattern Recognition (RACVPR). In the 2nd Asian Conference on Pattern Recognition (ACPR).
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Roman-Rangel, E., & Marchand-Maillet, S. (2013). Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. In Proceedings of the 2nd International Workshop on Multimedia for Cultural Heritage (MM4CH). In the 17th International Conference on Image Analysis and Processing (ICIAP).
Mohamed, H., & Marchand-Maillet, S. (2013). Metric Suffix Array For Large-Scale Similarity Search. In ACM WSDM 2013 Workshop on Large Scale and Distributed Systems for Information Retrieval, Rome, IT.
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Sun, K., Morrison, D., Bruno, E., & Marchand-Maillet, S. (2013). Learning Representative Nodes in Social Networks. In 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, AU.
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Marchand-Maillet, S., & Hofreiter, B. (2013). Multi-dimensional Information Ordering to Support Decision-making Processes. In IEEE Conference on Business Informatics (IEEE-CBI 2013), Vienna, AT.
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Mohamed, H., & Marchand-Maillet, S. (2012). Enhancing MapReduce using MPI and an optimized data exchange policy. In ICPP 2012: The 41st International Conference on Parallel Processing, (P2S2 Workshop), Pittsburgh.
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Sun, K., Bruno, E., & Marchand-Maillet, S. (2012). Unsupervised Skeleton Learning for Manifold Denoising and Outlier Detection. In International Conference on Pattern Recognition (ICPR'2012), Tsukuba, JP.
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Sun, K., Bruno, E., & Marchand-Maillet, S. (2012). Stochastic Unfolding. In IEEE Machine Learning for Signal Processing Workshop (MLSP'2012), Santander, Spain.
von Wyl, M., Hofreiter, B., & Marchand-Maillet, S. (2012). Serendipitous Exploration of Large-scale Product Catalogs. In 14th IEEE International Conference on Commerce and Enterprise Computing (CEC 2012), Hangzhou, CN.
von Wyl, M., & Marchand-Maillet, S. (2012). SwiftLink: Serendipitous Navigation Strategy for Large-scale Document Collections. In 2nd International Workshop on Recommender Systems meet Databases (DEXA2012 - RSmeetDB), Vienna, Austria.
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Morrison, D., Bruno, E., & Marchand-Maillet, S. (2011). Query log simulation for long-term learning in image retrieval. In Content-based Multimedia Indexinding (CBMI'11), Madrid, Spain.
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Kludas, J., & Marchand-Maillet, S. (2011). Effective Multimodal Information Fusion by Structure Learning. In 14th International Conference on Information Fusion (FUSION 2011), Chicago, IL.
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von Wyl, M., Mohamed, H., Bruno, E., & Marchand-Maillet, S. (2011). A Parallel Cross-Modal Search Engine over Large-Scale Multimedia Collections with Interactive Relevance Feedback. In Demo at ACM International Conference on Multimedia Retrieval (ACM-ICMR'11), Trento, Italy.
Bruno, E., & Marchand-Maillet, S. (2009). Multiview clustering: a late fusion approach using latent models. In Proceedings of the 32nd ACM Special Interest Group on Information Retrieval Conference, SIGIR 09, Boston, USA.
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Distance Transformation for Effective Dimension Reduction of High-Dimensional Data. In 1st International Workshop on Topological Learning (in conjunction with the 18th International Symposium on Methodologies for Intelligent Systems), Prague, Czech Republic.
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Unsupervised Discriminant Embedding in Cluster Spaces. In International Conference on Knowledge Discovery and Information Retrieval (KDIR'09), Madeira, Portugal.
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2009). Modelling long-term relevance feedback. In Proceedings of the ECIR Workshop on Information Retrieval over Social Networks, Toulouse, FR.
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2009). TagCaptcha: Annotating images with CAPTCHAs. In Proceedings of the Human Computation Workshop (HCOMP2009) - co-located with ACM-KDD 2009, Paris, FR.
Marchand-Maillet, S., Eniko Szekely, & Bruno, E. (2009). Optimizing Strategies for the Exploration of Social-Networks and Associated Data Collections. In Proceedings of the International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'09) - Special session on "People, Pixels, Peers: Interactive Content in Social Networks", London, UK.
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Can Feature Information Interaction help for Information Fusion in Multimedia Problems?. In First International Workshop on Metadata Mining for Image Understanding, Funchal, Madeira.
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Exploiting Synergistic and Redundant Features for Multimedia Document Classification. In 32nd Annual Conference of the German Classification Society - Advances in Data Analysis, Data Handling and Business Intelligence (GfKl 2008), Hamburg, Germany.
Kludas, J., Marchand-Maillet, S., & Bruno, E. (2008). Exploiting document feature interactions for efficient information fusion in high dimensional spaces. In Proceedings of the First International Workshops on Image Processing Theory, Tools and Applications (IPTA'2008), Sousse, Tunisia.
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2008). Semantic clustering of images using patterns of relevance feedback. In Proceedings of the 6th International Workshop on Content-based Multimedia Indexing (CBMI'2008), London, UK.
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2007). Clustered multidimensional scaling for exploration in information retrieval. In 1st International Conference on the Theory of Information Retrieval (ICTIR'07), Budapest, Hungary.
Bruno, E., Kludas, J., & Marchand-Maillet, S. (2007). Combining Multimodal Preferences for Multimedia Information Retrieval. In Proc. of International Workshop on Multimedia Information Retrieval, Augsburg, Germany.
Kludas, J. (2007). Multimedia Retrieval and Classification for Web Content. In Proceedings of BCS IRSG Symposium: Future Directions in InformationAccess (FDIA), Glasgow, Scotland.
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2007). Information Fusion in Multimedia Information Retrieval. In Proceedings of 5th international Workshop on Adaptive Multimedia Retrieval (AMR), Paris, France.
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2007). Automatic image annotation with relevance feedback and latent semantic analysis. In Proceedings 5th International Workshop on Adaptive Multimedia Retrieval, Paris, France.
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2007). Hierarchical long-term learning for automatic image annotation. In Proceedings 2nd International Conference on Semantic and Digital Media Technologies, Genova, Italy.
Janvier, B., Bruno, E., Maillet, S. M., & Pun, T. (2006). Performance evaluation of a contextual news story segmentation algorithm. In Proc. SPIE Vol. 6073, 60730X, Multimedia Content Analysis, Management, and Retrieval, San Jose, CA.
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2006). Asymmetric Learning and Dissimilarity Spaces for Content-based Retrieval. In Proc. of International Conference on Image and Video Retrieval (CIVR), Tempe, AZ.
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Janvier, B., Bruno, E., Marchand-Maillet, S., & Pun, T. (2005). A contextual model for semantic video structuring. In Proceedings of the 13th European Signal Processing Conference (Eusipco2005), Antalya, Turkey.
Janvier, B., Marchand-Maillet, S., Bruno, E., & Pun, T. (2005). Semantic segmentation of video collections using boosted random fields. In Proceedings of the 2005 second Workshop on Machine Learning and MultimodalInteraction, {MLMI'05}, Edinburgh, UK.
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2005). Learning User Queries in Multimodal Dissimilarity Spaces. In Proceedings of the 3rd International Workshop on Adaptive MultimediaRetrieval, AMR'05, Glasgow, UK.
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Kosinov, S., Marchand-Maillet, S., & Pun, T. (2005). Countering the false positive projection effect in nonlinear asymmetricclassification. In The IEEE Symposium on Signal Processing and Information Technology(ISSPIT'05), Athens, Greece.
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Jelmini, C., & Marchand-Maillet, S. (2004). OWL-based reasoning with retractable inference. In Proceedings of {RIAO} 2004, Conference on coupling approaches, couplingmedia and coupling languages for information retrieval, Avignon, France.
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Pallotta, V., Ballim, A., Marchand-Maillet, S., & Lisowska, A. (2004). Towards Meeting Information Sytems: Meeting Knowledge Management. In Proceedings of the International Conference on Enterprise InformationSytems {(ICEIS 04)}, Porto, Portugal.
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Bruno, E., & Marchand-Maillet, S. (2003). Prédiction Temporelle de Descripteurs Visuels pour la Mesurede Similarité entre Vidéos. In Proceedings of the GRETSI'03, Paris, France.
Bruno, E., & Marchand-Maillet, S. (2003). Nonlinear Temporal Modeling for Motion-based Video Overviewing. In Proceedings of the 3rd International Workshop on Content-Based MultimediaIndexing, CBMI'03, Rennes, France.
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Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). MRML: A communication protocol for content-based multimedia retrieval. In Proposal, ISO/IEC JTC1/SC29/WG11, MPEG00/M6099, Int. Organiz. forStandardization, Coding of Moving Pictures and Associated Audio, Geneva.
Müller, W., Marchand-Maillet, S., Müller, H., & Pun, T. (2000). Towards a fair benchmark for image browsers. In SPIE Photonics East, Voice, Video, and Data Communications, Boston, MA, USA.
Müller, W., c, Z. P., Müller, H., Marchand-Maillet, S., Pun, T., & Squire, D. M., et al. (2000). MRML: An Extensible Communication Protocol for Interoperability andBenchmarking of Multimedia Information Retrieval Systems. In SPIE Photonics East - Voice, Video, and Data Communications, Boston, MA, USA.
Squire, D. M., Müller, H., & Müller, W. (1999). Improving Response Time by Search Pruning in a Content-Based ImageRetrieval System, Using Inverted File Techniques. In IEEE Workshop on Content-based Access of Image and Video Libraries(CBAIVL-99), Fort Collins, Colorado, USA.
Squire, D. M., Müller, W., & Müller, H. (1999). Relevance feedback and term weighting schemes for content-based imageretrieval. In Third International Conference On Visual Information Systems, Amsterdam, The Netherlands.
Squire, D. M., Müller, W., Müller, H., & Raki, J. (1999). Content-based query of image databases, inspirations from text retrieval:inverted files, frequency-based weights and relevance feedback. In The 11th Scandinavian Conference on Image Analysis, Kangerlussuaq, Greenland.
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Efficient access methods for content-based image retrieval with invertedfiles. In Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA.
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Content-based image retrieval, bildinhaltsbasiertes Suchen in großenBilddatenbanken. In Informatiktage 99, Bad Schussenried, Germany.
Müller, W., Squire, D. M., Müller, H., & Pun, T. (1999). Hunting moving targets: an extension to {B}ayesian methods in multimediadatabases. In Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA.
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Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archival and retrieval of historical watermark images. In ICIP'96, IEEE International Conference on Image Processing, Lausanne, Switzerland.
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Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archivage et recherche d'images de filigranes. In CNED'96, 4ème Coll. National sur l'Ecrit et le Document, Nantes, France.
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Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archival and retrieval for large image databases: application to an historical watermarks archive. In Objects Applications.