Andrei Stoian

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Venues

CoRR

ACIVS

ICIP

IACR Cryptol. ePrint Arch.

Conservatoire national des arts et métiers, France (PHD)

Education History

Conservatoire national des arts et métiers, France

PHD

Publications

Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian
Machine Learning Training on Encrypted Data with TFHE. IWSPA@CODASPY (2024)
Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian
Neural Network Training on Encrypted Data with TFHE. CoRR (2024)
Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre
Privacy-Preserving Tree-Based Inference with Fully Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2023 (2023)
Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre
Privacy-Preserving Tree-Based Inference with TFHE. MSPN (2023)
Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames
Deep Neural Networks for Encrypted Inference with TFHE. CoRR (2023)
Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre
Privacy-Preserving Tree-Based Inference with Fully Homomorphic Encryption. CoRR (2023)
Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames
Deep Neural Networks for Encrypted Inference with TFHE. IACR Cryptol. ePrint Arch. 2023 (2023)
Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames
Deep Neural Networks for Encrypted Inference with TFHE. CSCML (2023)
Alina Ciocarlan, Andrei Stoian
Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning. Remote. Sens. 13 (21) (2021)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
List-wise learning-to-rank with convolutional neural networks for person re-identification. Mach. Vis. Appl. 32 (2) (2021)
Hichem Sahbi, Sebastien Deschamps, Andrei Stoian
Active learning for interactive satellite image change detection. CoRR (2021)
Hichem Sahbi, Sebastien Deschamps, Andrei Stoian
Frugal Learning for Interactive Satellite Image Change Detection. IGARSS (2021)
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges. Inf. Fusion 58 (2020)
Andrei Stoian, Vincent Poulain, Jordi Inglada, Victor Poughon, Dawa Derksen
Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems. Remote. Sens. 11 (17) (2019)
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez
Continual Learning for Robotics. CoRR (2019)
Timothée Lesort, Andrei Stoian, David Filliat
Regularization Shortcomings for Continual Learning. CoRR (2019)
Timothée Lesort, Andrei Stoian, Jean-François Goudou, David Filliat
Training Discriminative Models to Evaluate Generative Ones. ICANN (3) (2019)
Timothée Lesort, Alexander Gepperth, Andrei Stoian, David Filliat
Marginal Replay vs Conditional Replay for Continual Learning. ICANN (2) (2019)
Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
Generative Models from the perspective of Continual Learning. IJCNN (2019)
Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour
Similarity Learning with Listwise Ranking for Person Re-Identification. ICIP (2018)
Timothée Lesort, Alexander Gepperth, Andrei Stoian, David Filliat
Marginal Replay vs Conditional Replay for Continual Learning. CoRR (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Person Re-identification Using Group Context. ACIVS (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Deep and low-level feature based attribute learning for person re-identification. Image Vis. Comput. 79 (2018)
Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
Generative Models from the perspective of Continual Learning. CoRR (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. ACIVS (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations. VISIGRAPP (5: VISAPP) (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Triplet CNN and pedestrian attribute recognition for improved person re-identification. AVSS (2017)
Gabriel Sargent, Karina Perez-Daniel, Andrei Stoian, Jenny Benois-Pineau, Sofian Maabout, Henri Nicolas, Mariko Nakano-Miyatake, Jean Carrive
A scalable summary generation method based on cross-modal consensus clustering and OLAP cube modeling. Multim. Tools Appl. 75 (15) (2016)
Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu
Fast Action Localization in Large-Scale Video Archives. IEEE Trans. Circuits Syst. Video Technol. 26 (10) (2016)
Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu
Scalable action localization with kernel-space hashing. ICIP (2015)
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
The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture. CBMI (2015)
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
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID (2012)

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Publication Activity (10 Years)

Top Topics

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Andrei Stoian