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Andrei Stoian
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2020 – today
- 2024
- [c15]Luis Montero
, Jordan Fréry
, Celia Kherfallah
, Roman Bredehoft
, Andrei Stoian
:
Machine Learning Training on Encrypted Data with TFHE. IWSPA@CODASPY 2024: 71-76 - [i10]Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian:
Neural Network Training on Encrypted Data with TFHE. CoRR abs/2401.16136 (2024) - 2023
- [c14]Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames:
Deep Neural Networks for Encrypted Inference with TFHE. CSCML 2023: 493-500 - [c13]Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre:
Privacy-Preserving Tree-Based Inference with TFHE. MSPN 2023: 139-156 - [i9]Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames:
Deep Neural Networks for Encrypted Inference with TFHE. CoRR abs/2302.10906 (2023) - [i8]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 abs/2303.01254 (2023) - [i7]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: 257 (2023) - [i6]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: 258 (2023) - 2021
- [j7]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): 50 (2021) - [j6]Alina Ciocarlan
, Andrei Stoian
:
Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning. Remote. Sens. 13(21): 4255 (2021) - [c12]Hichem Sahbi, Sebastien Deschamps, Andrei Stoian:
Frugal Learning for Interactive Satellite Image Change Detection. IGARSS 2021: 2811-2814 - [i5]Hichem Sahbi, Sebastien Deschamps, Andrei Stoian:
Active learning for interactive satellite image change detection. CoRR abs/2110.04250 (2021) - 2020
- [j5]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: 52-68 (2020)
2010 – 2019
- 2019
- [j4]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): 1986 (2019) - [c11]Timothée Lesort
, Alexander Gepperth
, Andrei Stoian
, David Filliat
:
Marginal Replay vs Conditional Replay for Continual Learning. ICANN (2) 2019: 466-480 - [c10]Timothée Lesort
, Andrei Stoian
, Jean-François Goudou, David Filliat
:
Training Discriminative Models to Evaluate Generative Ones. ICANN (3) 2019: 604-619 - [c9]Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat:
Generative Models from the perspective of Continual Learning. IJCNN 2019: 1-8 - [i4]Timothée Lesort
, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez:
Continual Learning for Robotics. CoRR abs/1907.00182 (2019) - [i3]Timothée Lesort, Andrei Stoian, David Filliat:
Regularization Shortcomings for Continual Learning. CoRR abs/1912.03049 (2019) - 2018
- [j3]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: 25-34 (2018) - [c8]Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. ACIVS 2018: 26-37 - [c7]Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Person Re-identification Using Group Context. ACIVS 2018: 392-401 - [c6]Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour:
Similarity Learning with Listwise Ranking for Person Re-Identification. ICIP 2018: 843-847 - [c5]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: 114-122 - [i2]Timothée Lesort
, Alexander Gepperth, Andrei Stoian, David Filliat:
Marginal Replay vs Conditional Replay for Continual Learning. CoRR abs/1810.12069 (2018) - [i1]Timothée Lesort, Hugo Caselles-Dupré
, Michaël Garcia Ortiz, Andrei Stoian, David Filliat:
Generative Models from the perspective of Continual Learning. CoRR abs/1812.09111 (2018) - 2017
- [c4]Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Triplet CNN and pedestrian attribute recognition for improved person re-identification. AVSS 2017: 1-6 - 2016
- [b1]Andrei Stoian:
Scalable action detection in video collections. (Détection scalable d'actions dans des collections vidéo). Conservatoire national des arts et métiers, France, 2016 - [j2]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): 9073-9094 (2016) - [j1]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): 1917-1930 (2016) - 2015
- [c3]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: 1-6 - [c2]Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau
, Michel Crucianu:
Scalable action localization with kernel-space hashing. ICIP 2015: 257-261 - 2012
- [c1]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
Coauthor Index
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