Andrei Stoian

According to our database, Andrei Stoian authored at least 28 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Neural Network Training on Encrypted Data with TFHE.

Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian

CoRR, 2024

Machine Learning Training on Encrypted Data with TFHE.

Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian

Proceedings of the 10th ACM International Workshop on Security and Privacy Analytics, 2024

2023

Deep Neural Networks for Encrypted Inference with TFHE.

Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames

IACR Cryptol. ePrint Arch., 2023

Privacy-Preserving Tree-Based Inference with Fully Homomorphic Encryption.

Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre

IACR Cryptol. ePrint Arch., 2023

Privacy-Preserving Tree-Based Inference with TFHE.

Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre

Proceedings of the Mobile, Secure, and Programmable Networking, 2023

2021

Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning.

Alina Ciocarlan, Andrei Stoian

Remote. Sens., 2021

List-wise learning-to-rank with convolutional neural networks for person re-identification.

Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt

Mach. Vis. Appl., 2021

Active learning for interactive satellite image change detection.

Hichem Sahbi, Sebastien Deschamps, Andrei Stoian

CoRR, 2021

Frugal Learning for Interactive Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps, Andrei Stoian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges.

Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez

Inf. Fusion, 2020

2019

Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems.

Andrei Stoian, Vincent Poulain, Jordi Inglada, Victor Poughon, Dawa Derksen

Remote. Sens., 2019

Regularization Shortcomings for Continual Learning.

Timothée Lesort, Andrei Stoian, David Filliat

CoRR, 2019

Continual Learning for Robotics.

Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez

CoRR, 2019

Generative Models from the perspective of Continual Learning.

Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat

Proceedings of the International Joint Conference on Neural Networks, 2019

Training Discriminative Models to Evaluate Generative Ones.

Timothée Lesort, Andrei Stoian, Jean-François Goudou, David Filliat

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Marginal Replay vs Conditional Replay for Continual Learning.

Timothée Lesort, Alexander Gepperth, Andrei Stoian, David Filliat

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2018

Deep and low-level feature based attribute learning for person re-identification.

Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt

Image Vis. Comput., 2018

Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations.

Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Similarity Learning with Listwise Ranking for Person Re-Identification.

Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Person Re-identification Using Group Context.

Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network.

Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Triplet CNN and pedestrian attribute recognition for improved person re-identification.

Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016

Scalable action detection in video collections. (Détection scalable d'actions dans des collections vidéo).

Andrei Stoian

PhD thesis, 2016

Fast Action Localization in Large-Scale Video Archives.

Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu

IEEE Trans. Circuits Syst. Video Technol., 2016

A scalable summary generation method based on cross-modal consensus clustering and OLAP cube modeling.

Gabriel Sargent, Karina Perez-Daniel, Andrei Stoian, Jenny Benois-Pineau, Sofian Maabout, Henri Nicolas, Mariko Nakano-Miyatake, Jean Carrive

Multim. Tools Appl., 2016

2015

Scalable action localization with kernel-space hashing.

Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture.

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

Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2012

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search.

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

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012