Michel Crucianu

According to our database, Michel Crucianu authored at least 64 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Semantic Generative Augmentations for Few-Shot Counting.

Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Curriculum Learning for Compositional Visual Reasoning.

Wafa Aissa, Marin Ferecatu, Michel Crucianu

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Wasserstein loss for Semantic Editing in the Latent Space of GANs.

Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

Multimodal Representations for Teacher-Guided Compositional Visual Reasoning.

Wafa Aissa, Marin Ferecatu, Michel Crucianu

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2023

2022

Multi-attribute balanced sampling for disentangled GAN controls.

Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne

Pattern Recognit. Lett., 2022

Why is the prediction wrong? Towards underfitting case explanation via meta-classification.

Sheng Zhou, Pierre Blanchart, Michel Crucianu, Marin Ferecatu

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Zero-shot Learning with Deep Neural Networks for Object Recognition.

Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu

CoRR, 2021

Zero-Shot Learning with Deep Neural Networks for Object Recognition.

Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu

Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021

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

Dataset, December, 2020

Deep online classification using pseudo-generative models.

Andrey Besedin, Pierre Blanchart, Michel Crucianu, Marin Ferecatu

Comput. Vis. Image Underst., 2020

Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning.

Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process.

Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning.

Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Image Retrieval and Relevance Feedback.

Michel Crucianu

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Deep Online Storage-Free Learning on Unordered Image Streams.

Andrey Besedin, Pierre Blanchart, Michel Crucianu, Marin Ferecatu

Proceedings of the ECML PKDD 2018 Workshops, 2018

2017

Evolutive Deep Models for Online Learning on Datastreams with no Storage.

Andrey Besedin, Pierre Blanchart, Michel Crucianu, Marin Ferecatu

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), 2017

Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation.

Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

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

Classification-driven Active Contour for Dress Segmentation.

Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Global-Local Approach to Extracting Deformable Fashion Items from Web Images.

Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Cross-modal Classification by Completing Unimodal Representations.

Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu

Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016

Aggregating Image and Text Quantized Correlated Components.

Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Combining Generic and Specific Information for Cross-modal Retrieval.

Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Scalable action localization with kernel-space hashing.

Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture.

Alejandro Ramírez, Jenny Benois-Pineau, Mireya S. García-Vázquez, Andrei Stoian, Michel Crucianu, Mariko Nakano, Francisco J. García-Ugalde, Jean-Luc Rouas, Henri Nicolas, Jean Carrive

Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2013

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

Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

2012

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, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

2010

Scaling content-based video copy detection to very large databases.

Sébastien Poullot, Olivier Buisson, Michel Crucianu

Multim. Tools Appl., 2010

Combining multi-probe histogram and order-statistics based LSH for scalable audio content retrieval.

Yi Yu, Michel Crucianu, Vincent Oria, Ernesto Damiani

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Interactive learning of heterogeneous visual concepts with local features.

Wajih Ouertani, Michel Crucianu, Nozha Boujemaa

Proceedings of the 18th International Conference on Multimedia 2010, 2010

On Finding Complementary Clusterings.

Timo Pröscholdt, Michel Crucianu

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Image Retrieval and Relevance Feedback.

Michel Crucianu

Proceedings of the Encyclopedia of Database Systems, 2009

National Institute of Informatics, Japan at TRECVID 2009.

Duy-Dinh Le, Sébastien Poullot, Xiaomeng Wu, Michael Nett, Michael E. Houle, Shinichi Satoh, Michel Crucianu

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Local summarization and multi-level LSH for retrieving multi-variant audio tracks.

Yi Yu, Michel Crucianu, Vincent Oria, Lei Chen

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Indexing local configurations of features for scalable content-based video copy detection.

Sébastien Poullot, Michel Crucianu, Shin'ichi Satoh

Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, 2009

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

Active semi-supervised fuzzy clustering.

Nizar Grira, Michel Crucianu, Nozha Boujemaa

Pattern Recognit., 2008

Semantic interactive image retrieval combining visual and conceptual content description.

Marin Ferecatu, Nozha Boujemaa, Michel Crucianu

Multim. Syst., 2008

Speeding up active relevance feedback with approximate <i>k</i>NN retrieval for hyperplane queries.

Michel Crucianu, Daniel Estevez, Vincent Oria, Jean-Philippe Tarel

Int. J. Imaging Syst. Technol., 2008

Fast Content-Based Mining of Web2.0 Videos.

Sébastien Poullot, Michel Crucianu, Olivier Buisson

Proceedings of the Advances in Multimedia Information Processing, 2008

Scalable mining of large video databases using copy detection.

Sébastien Poullot, Michel Crucianu, Olivier Buisson

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Interactive Image Retrieval Using a Hybrid Visual and Conceptual Content Representation.

Marin Ferecatu, Nozha Boujemaa, Michel Crucianu

Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007

Z-grid-based probabilistic retrieval for scaling up content-based copy detection.

Sébastien Poullot, Olivier Buisson, Michel Crucianu

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Hyperplane Queries in a Feature-Space M-tree for Speeding up Active Learning.

Michel Crucianu, Daniel Estevez, Vincent Oria, Jean-Philippe Tarel

Proceedings of the 23èmes Journées Bases de Données Avancées, 2007

2005

Active semi-supervised fuzzy clustering for image database categorization.

Nizar Grira, Michel Crucianu, Nozha Boujemaa

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Hybrid visual and conceptual image representation within active relevance feedback context.

Marin Ferecatu, Nozha Boujemaa, Michel Crucianu

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Semi-supervised image database categorization using pairwise constraints.

Nizar Grira, Michel Crucianu, Nozha Boujemaa

Proceedings of the 2005 International Conference on Image Processing, 2005

Improving performance of interactive categorization of images using relevance feedback.

Marin Ferecatu, Michel Crucianu, Nozha Boujemaa

Proceedings of the 2005 International Conference on Image Processing, 2005

Semi-Supervised Fuzzy Clustering with Pairwise-Constrained Competitive Agglomeration.

Nizar Grira, Michel Crucianu, Nozha Boujemaa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

Sample Selection Strategies for Relevance Feedback in Region-Based Image Retrieval.

Marin Ferecatu, Michel Crucianu, Nozha Boujemaa

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Retrieval of difficult image classes using svd-based relevance feedback.

Marin Ferecatu, Michel Crucianu, Nozha Boujemaa

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Fuzzy Clustering with Pairwise Constraints for Knowledge-Driven Image Categorization.

Nizar Grira, Michel Crucianu, Nozha Boujemaa

Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

Tuning SVM-Based Relevance Feedback for the Interactive Classification of Images.

Marin Ferecatu, Michel Crucianu, Nozha Boujemaa

Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

2003

Detection, Extraction and Representation of Tables.

Jean-Yves Ramel, Michel Crucianu, Nicole Vincent, Claudie Faure

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Boosting Recurrent Neural Networks for Time Series Prediction.

Romuald Boné, Mohammad Assaad, Michel Crucianu

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

2002

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

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

Bayesian learning for recurrent neural networks.

Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville

Neurocomputing, 2001

2000

A Bounded Exploration Approach to Constructive Algorithms for Recurrent Neural Networks.

Romuald Boné, Michel Crucianu, Gilles Verley, Jean Pierre Asselin de Beauville

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

An algorithm for the addition of time-delayed connections to recurrent neural networks.

Romuald Boné, Michel Crucianu, Jean Pierre Asselin de Beauville

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999

Bayesian learning for time series prediction with exogenous variables.

Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Model Comparison for Monthly Forecasts of the CAC 40.

Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

A Web Oriented Recurrent Neural Network Simulator.

Romuald Boné, Michel Crucianu, Pascal Makris, Jean Pierre Asselin de Beauville

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

NAR time-series prediction: a Bayesian framework and an experiment.

Michel Crucianu, Crucianu Uhry, Jean Pierre Asselin de Beauville, Romuald Boné

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998