Michel Crucianu

Orcid: 0000-0001-8204-6843

Affiliations:
  • INRIA, France


According to our database1, Michel Crucianu authored at least 64 papers between 1998 and 2024.

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Bibliography

2024
Semantic Generative Augmentations for Few-Shot Counting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Curriculum Learning for Compositional Visual Reasoning.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Wasserstein loss for Semantic Editing in the Latent Space of GANs.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

Multimodal Representations for Teacher-Guided Compositional Visual Reasoning.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2023

2022
Multi-attribute balanced sampling for disentangled GAN controls.
Pattern Recognit. Lett., 2022

Why is the prediction wrong? Towards underfitting case explanation via meta-classification.
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.
CoRR, 2021

Zero-Shot Learning with Deep Neural Networks for Object Recognition.
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021

2020
SEN12-FLOOD : a SAR and Multispectral Dataset for Flood Detection.
Dataset, December, 2020

Deep online classification using pseudo-generative models.
Comput. Vis. Image Underst., 2020

Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Image Retrieval and Relevance Feedback.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Deep Online Storage-Free Learning on Unordered Image Streams.
Proceedings of the ECML PKDD 2018 Workshops, 2018

2017
Evolutive Deep Models for Online Learning on Datastreams with no Storage.
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.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

2016
Fast Action Localization in Large-Scale Video Archives.
IEEE Trans. Circuits Syst. Video Technol., 2016

Classification-driven Active Contour for Dress Segmentation.
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.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Cross-modal Classification by Completing Unimodal Representations.
Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016

Aggregating Image and Text Quantized Correlated Components.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Combining Generic and Specific Information for Cross-modal Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Scalable action localization with kernel-space hashing.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture.
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.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

2012

2010
Scaling content-based video copy detection to very large databases.
Multim. Tools Appl., 2010

Combining multi-probe histogram and order-statistics based LSH for scalable audio content retrieval.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Interactive learning of heterogeneous visual concepts with local features.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

On Finding Complementary Clusterings.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009
Image Retrieval and Relevance Feedback.
Proceedings of the Encyclopedia of Database Systems, 2009

National Institute of Informatics, Japan at TRECVID 2009.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Local summarization and multi-level LSH for retrieving multi-variant audio tracks.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Indexing local configurations of features for scalable content-based video copy detection.
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.
J. Vis. Lang. Comput., 2008

Active semi-supervised fuzzy clustering.
Pattern Recognit., 2008

Semantic interactive image retrieval combining visual and conceptual content description.
Multim. Syst., 2008

Speeding up active relevance feedback with approximate <i>k</i>NN retrieval for hyperplane queries.
Int. J. Imaging Syst. Technol., 2008

Fast Content-Based Mining of Web2.0 Videos.
Proceedings of the Advances in Multimedia Information Processing, 2008

Scalable mining of large video databases using copy detection.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Interactive Image Retrieval Using a Hybrid Visual and Conceptual Content Representation.
Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007
Z-grid-based probabilistic retrieval for scaling up content-based copy detection.
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.
Proceedings of the 23èmes Journées Bases de Données Avancées, 2007

2005
Active semi-supervised fuzzy clustering for image database categorization.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Hybrid visual and conceptual image representation within active relevance feedback context.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Semi-supervised image database categorization using pairwise constraints.
Proceedings of the 2005 International Conference on Image Processing, 2005

Improving performance of interactive categorization of images using relevance feedback.
Proceedings of the 2005 International Conference on Image Processing, 2005

Semi-Supervised Fuzzy Clustering with Pairwise-Constrained Competitive Agglomeration.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Sample Selection Strategies for Relevance Feedback in Region-Based Image Retrieval.
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.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Fuzzy Clustering with Pairwise Constraints for Knowledge-Driven Image Categorization.
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.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

2003
Detection, Extraction and Representation of Tables.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Boosting Recurrent Neural Networks for Time Series Prediction.
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.
Neurocomputing, 2002

2001
Un outil pour la comparaison et la validation d'algorithmes d'apprentissage à partir de données.
Monde des Util. Anal. Données, 2001

Bayesian learning for recurrent neural networks.
Neurocomputing, 2001

2000
A Bounded Exploration Approach to Constructive Algorithms for Recurrent Neural Networks.
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.
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999
Bayesian learning for time series prediction with exogenous variables.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
Model Comparison for Monthly Forecasts of the CAC 40.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

A Web Oriented Recurrent Neural Network Simulator.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

NAR time-series prediction: a Bayesian framework and an experiment.
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998


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