Michel Crucianu
Professeur des Universités
Site web : http://cedric.cnam.fr/~crucianm/
Téléphone : +33 1 40 27 24 58
Bureau : 31.1.85
2024
Articles de conférence
- Semantic Generative Augmentations for Few-Shot Counting. In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, United States, 2024. www
2023
Articles de conférence
- Wasserstein Loss for Semantic Editing in the Latent Space of GANs. In 20th International Conference on Content-based Multimedia Indexing, Orléans, France, 2023. www
- Multimodal Representations for Teacher-Guided Compositional Visual Reasoning. In Advanced Concepts for Intelligent Vision Systems, 21st International Conference (ACIVS 2023), pages 357-369, Springer Nature, Kumamoto, Japan, Lecture Notes in Computer Science 14124, 2023. doi www
- Curriculum Learning for Compositional Visual Reasoning. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, pages 888-897, Scitepress, Lisbon, Portugal, 2023. doi www
2022
Articles de revue
- Multi-attribute balanced sampling for disentangled GAN controls. In Pattern Recognition Letters, 162: 56-62, 2022. doi www
Articles de conférence
- Why is the prediction wrong? Towards underfitting case explanation via meta-classification. In 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), pages 10032332, IEEE, Shenzhen, China, 2022. doi www
2021
Chapitres d'ouvrage
- Zero-shot Learning with Deep Neural Networks for Object Recognition. In Multi-faceted Deep Learning: Models and Data, Springer, 2021. doi www
2020
Articles de revue
- Flood detection in time series of optical and sar images. In ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B2-2020: 1343-1346, 2020. doi www
- Deep online classification using pseudo-generative models. In Computer Vision and Image Understanding, 201: 103048, 2020. doi www
Articles de conférence
- Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning. In ECCV 2020 workshop Transferring and adapting source knowledge in computer vision (TASK-CV), Glasgow, United Kingdom, 2020. www
2019
Chapitres d'ouvrage
- From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process. In MultiMedia Modeling. 25th International Conference, MMM 2019, Thessaloniki, Greece, January 8--11, 2019, Proceedings, Part II, pages 465-477, Springer Verlag, Lecture Notes in Computer Science 11296, 2019. doi www
Articles de conférence
- Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning. In IEEE International Conference on Computer Vision, IEEE, Séoul, South Korea, 2019. doi www
2018
Divers
2017
Chapitres d'ouvrage
- Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation. In MultiMedia Modeling - 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017, Proceedings, Part II, pages 139-151, Springer, Lecture Notes in Computer Science 10133, 2017. doi www
Articles de conférence
- Evolutive deep models for online learning on data streams with no storage. In ECML/PKDD 2017 Workshop on Large-scale Learning from Data Streams in Evolving Environments, Skopje, Macedonia, 2017. www
2016
Articles de revue
- Le certificat `` Analyste de données massives '' du Conservatoire national des arts et métiers. In Statistique et Enseignement, 2016. www
Chapitres d'ouvrage
- A Global-Local Approach to Extracting Deformable Fashion Items from Web Images. In Advances in Multimedia Information Processing - PCM 2016, pages 1-12, Springer, Lecture Notes in Computer Science 10132, 2016. doi www
Articles de conférence
- Aggregating image and text quantized correlated components. In 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, pages 2046-2054, IEEE Computer Society, Las Vegas, United States, 2016. doi www
- Classification-driven Active Contour for Dress Segmentation. In International Conference on Computer Vision Theory and Applications, pages 22-29, SCITEPRESS - Science and and Technology Publications, Rome, France, International Conference on Computer Vision Theory and Applications (VISAPP) 2016 , 2016. doi www
- Cross-modal classification by completing unimodal representations. In iV&L-MM '16 Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, pages 17-25, Association for Computing Machinery, Inc, Amsterdam, Netherlands, 2016. doi www
2015
Articles de revue
- Fast Action Localization in Large-Scale Video Archives. In IEEE Transactions on Circuits and Systems for Video Technology, 26 (10): 1917-1930, 2015. doi www
Articles de conférence
- The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture. In 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI), pages 1-6, IEEE, Prague, Czech Republic, Content-Based Multimedia Indexing (CBMI), 2015 13th International Workshop on , 2015. doi www
- Combining generic and specific information for cross-modal retrieval. In ICMR '15 Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, pages 551-554, Association for Computing Machinery, Inc, Shangai, China, 2015. doi www
- Scalable action localization with kernel-space hashing. In Image Processing (ICIP), 2015 IEEE International Conference on, pages 257-261, IEEE, Québec, Canada, Image Processing (ICIP), 2015 IEEE International Conference on , 2015. doi www
2014
Divers
2013
Articles de conférence
- Sketch-Finder: Efficient and Effective Sketch-Based Retrieval for Large Image Collections. In 2013 XXVI SIBGRAPI - Conference on Graphics, Patterns and Images (SIBGRAPI), pages 234-241, IEEE, Arequipa, France, 2013. doi www
2012
Chapitres d'ouvrage
- Scalability issues in visual information retrieval. In J. Benois-Pineau, F. Precioso, M. Cord (eds) Visual indexing and retrieval: from features to decision schemes., pages 65-81, 2012. www
Articles de conférence
- IRIM at TRECVID 2012: Semantic Indexing and Instance Search. In TRECVID - TREC Video Retrieval Evaluation workshop, pages 12p., Gaithersburg, MD, United States, 2012. www
2010
Articles de revue
- Scaling Content-Based Video Copy Detection to Very Large Databases. In Multimedia Tools and Applications, 47 (2): 279-306, 2010. doi www
Articles de conférence
- Iterative Search with Local Visual Features for Computer Assisted Plant Identification. In Tools for identifying biodiversity : progress and problems : proceedings of the international congress, pages 237-242, Universita di Trieste, Paris, France, 2010. www
- Combining Multi-Probe Histogram and Order-Statistics Based LSH for Scalable Audio Content Retrieval. In ACM Multimedia, pages 381-390, X, France, 2010. www
- Interactive Learning of Heterogeneous Visual Concepts with Local Features. In ACM Multimedia 2010 (short paper), pages 995-998, Florence, Italy, 2010. www
- On Finding Complementary Clusterings. In ESANN 2010, European Symposium on Artificial Neural Networks, Bruges, Belgique, pages 487-492, X, France, 2010. www
Rapports
- Kernel Approximation by Locality Sensitive Hashing with Application to Active Learning. Technical Report CEDRIC-10-1898, CEDRIC Lab/CNAM, 2010.
2009
Chapitres d'ouvrage
- Image retrieval and relevance feedback. In Encyclopedia of Database Systems, pages 1384-1389, 2009. www
Articles de conférence
- Local Summarization and Multi-Level LSH for Retrieving Multi-Variant Audio Tracks. In MM'09: ACM Multimedia, Beijing, China, pages 341-350, X, France, 2009. www
- Indexing Local Configurations of Features for Scalable Content-Based Video Copy Detection. In 1st Workshop on Large-Scale Multimedia Retrieval and Mining (LS-MMRM) in conjunction with ACM Multimedia 2009, Beijing, China, pages 43-50, X, France, 2009. www
2008
Articles de revue
- An exploration of diversified user strategies for image retrieval with relevance feedback. In Journal of Visual Languages and Computing, 19 (6): pp 629-636, 2008. www
- Speeding up active relevance feedback with approximate kNN retrieval for hyperplane queries. In International Journal of Imaging Systems and Technology, 18 (2-3): pp 150-159, 2008. www
Chapitres d'ouvrage
- Interactive image retrieval using a hybrid visual and conceptual content representation. In Multimodal Processing and Interaction, pages 1-20, 2008. www
Articles de conférence
- Scalable Mining of Large Video Databases Using Copy Detection. In ACM Multimedia, pages 61-70, X, France, 2008. www
- Fast Content-Based Mining of Web2.0 Videos. In Pacific-Rim Conference on Multimedia, pages 99-108, X, France, 2008. www
- Content-Based Search in Distributed Multimedia Databases: Addressing Heterogeneity and Provider-Side Privacy. In CHORUS P2P Workshop 1P2P4mm (colocated with InfoScale 2008), Vico Equense, Italy, X, France, 2008. www
- Passage `a l'échelle de la fouille vidéo basée sur la détection de copies. In BDA'08 : 23?mes Journ?es Bases de Donn?es Avanc?es, Guilherand-Granges, pages 45-60, X, France, 2008. www
Rapports
- Publication Framework for Content-Based Search in Heterogeneous Distributed Multimedia Databases. Technical Report CEDRIC-08-1585, CEDRIC Lab/CNAM, 2008.
2007
Articles de conférence
- Recherche approximative des kppv pour des requêtes hyperplans, avec application au contr^ole de pertinence actif. In BDA'07 : 23?mes Journ?es Bases de Donn?es Avanc?es, Marseille, pages 75-88, X, France, 2007. www
- Z-grid-based Probabilistic Retrieval for Scaling Up Content-Based Copy Detection. In ACM Int. Conf. on Image and Video Retrieval, Amsterdam, pages 348-355, X, France, 2007. www
- Hyperplane queries in a feature-space M-tree for speeding up active learning. In 23èmes Journées Bases de Données Avancées (BDA'07), pages 12p, Marseille, France, 2007. www
2005
Rapports
- Active SVM-based Relevance Feedback with Hybrid Visual and representation. Technical Report RR-5558, INRIA, 2005.
2004
Rapports
- Reducing the Redundancy in the Selection of Samples for SVM-based Relevance Feedback. Technical Report RR-5258, INRIA, 2004.
2001
Articles de revue
- Un outil pour la comparaison et la validation d'algorithmes d'apprentissage `a partir de données. In La revue MODULAD (26): 55-70, 2001. www
2000
Articles de revue
- A bounded exploration approach to constructive algorithms for recurrent neural networks. In Neural Networks, IEEE - INNS - ENNS International Joint Conference on, 2000. www