NAR time-series prediction: a Bayesian framework and an experiment. - Michel Crucianu; Crucianu Uhry; Jean Pierre Asselin de Beauville; Romuald Boné (ESANN, 1998)

A Web Oriented Recurrent Neural Network Simulator. - Romuald Boné; Michel Crucianu; Pascal Makris; Jean Pierre Asselin de Beauville (ICONIP, 1998)

Model Comparison for Monthly Forecasts of the CAC 40. - Michel Crucianu; Romuald Boné; Jean Pierre Asselin de Beauville (ICONIP, 1998)

Bayesian learning for time series prediction with exogenous variables. - Michel Crucianu; Romuald Boné; Jean Pierre Asselin de Beauville (IJCNN, 1999)

An algorithm for the addition of time-delayed connections to recurrent neural networks. - Romuald Boné; Michel Crucianu; Jean Pierre Asselin de Beauville (ESANN, 2000)

A Bounded Exploration Approach to Constructive Algorithms for Recurrent Neural Networks. - Romuald Boné; Michel Crucianu; Gilles Verley; Jean Pierre Asselin de Beauville (IJCNN (3), 2000)

Bayesian learning for recurrent neural networks. - Michel Crucianu; Romuald Boné; Jean Pierre Asselin de Beauville (Neurocomputing, 2001)

Un outil pour la comparaison et la validation d'algorithmes d'apprentissage à partir de données. - Michel Crucianu; Gilles Verley; Jean Pierre Asselin de Beauville; Romuald Boné (Monde des Util. Anal. Données, 2001)

Learning long-term dependencies by the selective addition of time-delayed connections to recurrent neural networks. - Romuald Boné; Michel Crucianu; Jean Pierre Asselin de Beauville (Neurocomputing, 2002)

Boosting Recurrent Neural Networks for Time Series Prediction. - Romuald Boné; Mohammad Assaad; Michel Crucianu (ICANNGA, 2003)

Detection, Extraction and Representation of Tables. - Jean-Yves Ramel; Michel Crucianu; Nicole Vincent; Claudie Faure (ICDAR, 2003)

Tuning SVM-Based Relevance Feedback for the Interactive Classification of Images. - Marin Ferecatu; Michel Crucianu; Nozha Boujemaa (EWIMT, 2004)

Fuzzy Clustering with Pairwise Constraints for Knowledge-Driven Image Categorization. - Nizar Grira; Michel Crucianu; Nozha Boujemaa (EWIMT, 2004)

Retrieval of difficult image classes using svd-based relevance feedback. - Marin Ferecatu; Michel Crucianu; Nozha Boujemaa (Multimedia Information Retrieval, 2004)

Sample Selection Strategies for Relevance Feedback in Region-Based Image Retrieval. - Marin Ferecatu; Michel Crucianu; Nozha Boujemaa (PCM (2), 2004)

Semi-Supervised Fuzzy Clustering with Pairwise-Constrained Competitive Agglomeration. - Nizar Grira; Michel Crucianu; Nozha Boujemaa (FUZZ-IEEE, 2005)

Improving performance of interactive categorization of images using relevance feedback. - Marin Ferecatu; Michel Crucianu; Nozha Boujemaa (ICIP (1), 2005)

Semi-supervised image database categorization using pairwise constraints. - Nizar Grira; Michel Crucianu; Nozha Boujemaa (ICIP (3), 2005)

Hybrid visual and conceptual image representation within active relevance feedback context. - Marin Ferecatu; Nozha Boujemaa; Michel Crucianu (Multimedia Information Retrieval, 2005)

Active semi-supervised fuzzy clustering for image database categorization. - Nizar Grira; Michel Crucianu; Nozha Boujemaa (Multimedia Information Retrieval, 2005)

Hyperplane Queries in a Feature-Space M-tree for Speeding up Active Learning. - Michel Crucianu; Daniel Estevez; Vincent Oria; Jean-Philippe Tarel (BDA, 2007)

Z-grid-based probabilistic retrieval for scaling up content-based copy detection. - Sébastien Poullot; Olivier Buisson; Michel Crucianu (CIVR, 2007)

Interactive Image Retrieval Using a Hybrid Visual and Conceptual Content Representation. - Marin Ferecatu; Nozha Boujemaa; Michel Crucianu (Multimodal Processing and Interaction, 2008)

Scalable mining of large video databases using copy detection. - Sébastien Poullot; Michel Crucianu; Olivier Buisson (ACM Multimedia, 2008)

Fast Content-Based Mining of Web2.0 Videos. - Sébastien Poullot; Michel Crucianu; Olivier Buisson (PCM, 2008)

Speeding up active relevance feedback with approximate kNN retrieval for hyperplane queries. - Michel Crucianu; Daniel Estevez; Vincent Oria; Jean-Philippe Tarel (Int. J. Imaging Syst. Technol., 2008)

Semantic interactive image retrieval combining visual and conceptual content description. - Marin Ferecatu; Nozha Boujemaa; Michel Crucianu (Multim. Syst., 2008)

Active semi-supervised fuzzy clustering. - Nizar Grira; Michel Crucianu; Nozha Boujemaa (Pattern Recognit., 2008)

An exploration of diversified user strategies for image retrieval with relevance feedback. - Michel Crucianu; Jean-Philippe Tarel; Marin Ferecatu (J. Vis. Lang. Comput., 2008)

Indexing local configurations of features for scalable content-based video copy detection. - Sébastien Poullot; Michel Crucianu; Shin'ichi Satoh 001 (LS-MMRM@ACM Multimedia, 2009)

Local summarization and multi-level LSH for retrieving multi-variant audio tracks. - Yi Yu 001; Michel Crucianu; Vincent Oria; Lei Chen 002 (ACM Multimedia, 2009)

National Institute of Informatics, Japan at TRECVID 2009. - Duy-Dinh Le; Sébastien Poullot; Xiaomeng Wu; Michael Nett; Michael E. Houle; Shinichi Satoh 001; Michel Crucianu (TRECVID, 2009)

Image Retrieval and Relevance Feedback. - Michel Crucianu (Encyclopedia of Database Systems, 2009)

On Finding Complementary Clusterings. - Timo Pröscholdt; Michel Crucianu (ESANN, 2010)

Interactive learning of heterogeneous visual concepts with local features. - Wajih Ouertani; Michel Crucianu; Nozha Boujemaa (ACM Multimedia, 2010)

Combining multi-probe histogram and order-statistics based LSH for scalable audio content retrieval. - Yi Yu 001; Michel Crucianu; Vincent Oria; Ernesto Damiani (ACM Multimedia, 2010)

Scaling content-based video copy detection to very large databases. - Sébastien Poullot; Olivier Buisson; Michel Crucianu (Multim. Tools Appl., 2010)

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. - Nicolas Ballas; Benjamin Labbé; Aymen Shabou; Hervé Le Borgne; Philippe Gosselin; Miriam Redi; Bernard Mérialdo; Hervé Jégou; Jonathan Delhumeau; Rémi Vieux; Boris Mansencal; Jenny Benois-Pineau; et al. (TRECVID, 2012)

Sketch-Finder: Efficient and Effective Sketch-Based Retrieval for Large Image Collections. - Carlos A. F. Pimentel Filho; Arnaldo de Albuquerque Araújo; Michel Crucianu; Valérie Gouet-Brunet (SIBGRAPI, 2013)

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture. - Alejandro Ramírez 001; Jenny Benois-Pineau; Mireya S. García-Vázquez; Andrei Stoian; Michel Crucianu; Mariko Nakano; Francisco J. García-Ugalde; Jean-Luc Rouas; Henri Nicolas; Jean Carrive (CBMI, 2015)

Scalable action localization with kernel-space hashing. - Andrei Stoian; Marin Ferecatu; Jenny Benois-Pineau; Michel Crucianu (ICIP, 2015)

Combining Generic and Specific Information for Cross-modal Retrieval. - Thi Quynh Nhi Tran; Hervé Le Borgne; Michel Crucianu (ICMR, 2015)

Aggregating Image and Text Quantized Correlated Components. - Thi Quynh Nhi Tran; Hervé Le Borgne; Michel Crucianu (CVPR, 2016)

Cross-modal Classification by Completing Unimodal Representations. - Thi Quynh Nhi Tran; Hervé Le Borgne; Michel Crucianu (iV&L-MM@MM, 2016)

A Global-Local Approach to Extracting Deformable Fashion Items from Web Images. - Lixuan Yang; Helena Rodriguez; Michel Crucianu; Marin Ferecatu (PCM (2), 2016)

Classification-driven Active Contour for Dress Segmentation. - Lixuan Yang; Helena Rodriguez; Michel Crucianu; Marin Ferecatu (VISIGRAPP (4: VISAPP), 2016)

Fast Action Localization in Large-Scale Video Archives. - Andrei Stoian; Marin Ferecatu; Jenny Benois-Pineau; Michel Crucianu (IEEE Trans. Circuits Syst. Video Technol., 2016)

Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation. - Lixuan Yang; Helena Rodriguez; Michel Crucianu; Marin Ferecatu (MMM (1), 2017)

Evolutive Deep Models for Online Learning on Datastreams with no Storage. - Andrey Besedin; Pierre Blanchart; Michel Crucianu; Marin Ferecatu (IOTSTREAMING@PKDD/ECML, 2017)

Deep Online Storage-Free Learning on Unordered Image Streams. - Andrey Besedin; Pierre Blanchart; Michel Crucianu; Marin Ferecatu (DMLE/IOTSTREAMING@PKDD/ECML, 2018)

Image Retrieval and Relevance Feedback. - Michel Crucianu (Encyclopedia of Database Systems (2nd ed.), 2018)

Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning. - Yannick Le Cacheux; Hervé Le Borgne; Michel Crucianu (ICCV, 2019)

From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process. - Yannick Le Cacheux; Hervé Le Borgne; Michel Crucianu (MMM (2), 2019)

Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning. - Yannick Le Cacheux; Hervé Le Borgne; Michel Crucianu (ECCV Workshops (1), 2020)

Deep online classification using pseudo-generative models. - Andrey Besedin; Pierre Blanchart; Michel Crucianu; Marin Ferecatu (Comput. Vis. Image Underst., 2020)

SEN12-FLOOD : a SAR and Multispectral Dataset for Flood Detection. - Clément Rambour; Nicolas Audebert; Elise Colin Koeniguer; Bertrand Le Saux; Michel Crucianu; Mihai Datcu (IEEE DataPort, 2020)

Zero-Shot Learning with Deep Neural Networks for Object Recognition. - Yannick Le Cacheux; Hervé Le Borgne; Michel Crucianu (Multi-faceted Deep Learning, 2021)

Zero-shot Learning with Deep Neural Networks for Object Recognition. - Yannick Le Cacheux; Hervé Le Borgne; Michel Crucianu (CoRR, 2021)

Why is the prediction wrong? Towards underfitting case explanation via meta-classification. - Sheng Zhou; Pierre Blanchart; Michel Crucianu; Marin Ferecatu (DSAA, 2022)

Multi-attribute balanced sampling for disentangled GAN controls. - Perla Doubinsky; Nicolas Audebert; Michel Crucianu; Hervé Le Borgne (Pattern Recognit. Lett., 2022)

Multimodal Representations for Teacher-Guided Compositional Visual Reasoning. - Wafa Aissa; Marin Ferecatu; Michel Crucianu (ACIVS, 2023)

Wasserstein loss for Semantic Editing in the Latent Space of GANs. - Perla Doubinsky; Nicolas Audebert; Michel Crucianu; Hervé Le Borgne (CBMI, 2023)

Curriculum Learning for Compositional Visual Reasoning. - Wafa Aissa; Marin Ferecatu; Michel Crucianu (VISIGRAPP (5: VISAPP), 2023)

Semantic Generative Augmentations for Few-Shot Counting. - Perla Doubinsky; Nicolas Audebert; Michel Crucianu; Hervé Le Borgne (WACV, 2024)