International journals with review process

[J4]
The Impact of Resampling and Denoising Deep Learning Algorithms on Radiomics in Brain Metastases MRI,
I. Moummad , C. Jaudet , A. Lechervy , S. Valable , C. Raboutet , Z. Soilihi , J. Thariat , N. Falzone , J. Lacroix , A. Batalla and A. Corroyer-Dulmont,
Cancers,
Juin 2022.
DOI BibTeX PDF
[J3]
The Impact of Artificial Intelligence CNN Based Denoising on FDG PET Radiomics,
C. Jaudet , K. Weyts , A. Lechervy , A. Batalla , S. Bardet and A. Corroyer-Dulmont,
Frontiers in Oncology,
2021.
DOI BibTeX PDF
[J2]
Multi-Level Sensor Fusion with Deep Learning,
V. Vielzeuf , A. Lechervy , S. Pateux and F. Jurie,
IEEE Sensors Letters,
October 2018.
DOI BibTeX PDF
[J1]
Boosted kernel for image categorization,
A. Lechervy , P-h. Gosselin and F. Precioso ,
Multimedia Tools and Applications (MTAP),
February 2012.
DOI BibTeX PDF

International conferences with review process

[C14]
Combining Vision and Language Representations for Patch-based ,
P. Jha , G. Dias , A. Lechervy , A. Jangra , J. Moreno , S. Pais and S. Sriparna,
Identification of Lexico-Semantic Relations. 30th ACM International Conference on Multimedia (ACM MM).,
2022.
DOI BibTeX PDF
[C13]
Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality,
C. Rane , G. Dias , A. Lechervy and A. Ekbal,
SIGIR Conference on Research and Development in Information Retrieval,
2021.
DOI BibTeX PDF
[C12]
Learning to classify materials using Mueller imaging polarimetry,
Y. Quéau , F. Leporcq , A. Lechervy and A. Alfalou,
Fourteenth International Conference on Quality Control by Artificial Vision,
May 2019.
DOI BibTeX PDF
[C11]
TS-Net: Combining Modality Specific and Common Features for Multimodal Patch Matching,
S. En , A. Lechervy and F. Jurie,
IEEE International Conference on Image Processing (ICIP),
Athen, Greece, October 2018.
DOI BibTeX PDF
[C10]
An Occam’s Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets,
V. Vielzeuf , C. Kervadec , S. Pateux , A. Lechervy and F. Jurie,
ICMI (EmotiW),
Boulder, Colorado, United States, October 2018.
DOI BibTeX PDF
[C9]
CAKE: Compact and Accurate K-dimensional representation of Emotion,
C. Kervadec , V. Vielzeuf , S. Pateux , A. Lechervy and F. Jurie,
Image Analysis for Human Facial and Activity Recognition (BMVC Workshop),
September 2018.
DOI BibTeX PDF
[C8]
RPNet: an End-to-End Network for Relative Camera Pose Estimation,
S. En , A. Lechervy and F. Jurie,
4th International Workshop on Recovering 6D Object Pose (ECCV Workshop),
Munich, Germany, September 2018.
DOI BibTeX PDF
[C7]
CentralNet: a Multilayer Approach for Multimodal Fusion,
V. Vielzeuf , A. Lechervy , S. Pateux and F. Jurie,
Multimodal Learning and Applications (ECCV Workshop),
Munich, Germany, September 2018.
DOI BibTeX PDF
[C6]
A Joint Learning Approach for Cross Domain Age Estimation,
B. Bhattarai , G. Sharma , A. Lechervy and F. Jurie,
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
2016.
DOI BibTeX PDF
[C5]
MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval,
R. Negrel , A. Lechervy and F. Jurie,
Proceedings of the British Machine Vision Conference (BMVC),
September 2016.
DOI BibTeX PDF
[C4]
Boosted Metric Learning for Efficient Identity-Based Face Retrieval,
R. Negrel , A. Lechervy and F. Jurie,
Proceedings of the British Machine Vision Conference (BMVC),
September 2015.
DOI BibTeX PDF
[C3]
Boosting kernel combination for multi-class image categorization,
A. Lechervy , P-h. Gosselin and F. Precioso ,
IEEE International Conference on Image Processing (ICIP),
Orlando, Florida, U.S.A, September 2012.
DOI BibTeX PDF
[C2]
Linear kernel combination using boosting,
A. Lechervy , P-h. Gosselin and F. Precioso ,
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN),
Bruges, Belguim, April 2012.
DOI BibTeX PDF
[C1]
Active Boosting for interactive object retrieval,
A. Lechervy , P-h. Gosselin and F. Precioso ,
International Conference on Pattern Recognition (ICPR),
Istanbul, Turkey, Aug. 2010.
DOI BibTeX PDF

National conferences with review process

[N2]
Impact d'un algorithme de machine learning de resampling sur les radiomiques en IRM,
I. Moummad , C. Jaudet , A. Lechervy , S. Valable , C. Raboutet , J. Lacroix , A. Batalla and A. Corroyer-Dulmont,
Journée thématique Santé et Sciences du numérique,
Caen, France, Jun 2021.
DOI BibTeX
[N1]
Boosting actif pour la recherche interactive d'images,
A. Lechervy , P.-H Gosselin and F. Precioso,
Reconnaissance des Formes et Intelligence Artificielle (RFIA2010),
Caen, France, Jan. 2010.
DOI BibTeX PDF

Thesis

Phd
Apprentissage interactif et multi-classes pour la détection de concepts sémantiques dans des données multimédia,
A. Lechervy
In Université de Cergy-Pontoise.
Cergy, France, Dec. 2012.
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