Andrei Stoian

34 papers B 6C 2Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption.
CoRR
Jordan Fréry, Roman Bredehoft, Jakub Klemsa, Arthur Meyre, Andrei Stoian
2024 — conf
Machine Learning Training on Encrypted Data with TFHE.
IWSPA@CODASPY
Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian
2024 J jnl
Neural Network Training on Encrypted Data with TFHE.
CoRR
Luis Montero, Jordan Fréry, Celia Kherfallah, Roman Bredehoft, Andrei Stoian
2023 — conf
Deep Neural Networks for Encrypted Inference with TFHE.
CSCML
Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames
2023 J jnl
Deep Neural Networks for Encrypted Inference with TFHE.
CoRR
Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames
2023 J jnl
Deep Neural Networks for Encrypted Inference with TFHE.
IACR Cryptol. ePrint Arch.
Andrei Stoian, Jordan Fréry, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames
2023 J jnl
Privacy-Preserving Tree-Based Inference with Fully Homomorphic Encryption.
CoRR
Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre
2023 J jnl
Privacy-Preserving Tree-Based Inference with Fully Homomorphic Encryption.
IACR Cryptol. ePrint Arch.
Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre
2023 — conf
Privacy-Preserving Tree-Based Inference with TFHE.
MSPN
Jordan Fréry, Andrei Stoian, Roman Bredehoft, Luis Montero, Celia Kherfallah, Benoît Chevallier-Mames, Arthur Meyre
2021 J jnl
Active learning for interactive satellite image change detection.
CoRR
Hichem Sahbi, Sebastien Deschamps, Andrei Stoian
2021 C conf
Frugal Learning for Interactive Satellite Image Change Detection.
IGARSS
Hichem Sahbi, Sebastien Deschamps, Andrei Stoian
2021 J jnl
List-wise learning-to-rank with convolutional neural networks for person re-identification.
Mach. Vis. Appl.
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2021 J jnl
Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning.
Remote. Sens.
Alina Ciocarlan, Andrei Stoian
2020 J jnl
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges.
Inf. Fusion
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez
2019 J jnl
Continual Learning for Robotics.
CoRR
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez
2019 B conf
Generative Models from the perspective of Continual Learning.
IJCNN
Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
2019 J jnl
Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems.
Remote. Sens.
Andrei Stoian, Vincent Poulain, Jordi Inglada, Victor Poughon, Dawa Derksen
2019 — conf
Marginal Replay vs Conditional Replay for Continual Learning.
ICANN (2)
Timothée Lesort, Alexander Gepperth, Andrei Stoian, David Filliat
2019 J jnl
Regularization Shortcomings for Continual Learning.
CoRR
Timothée Lesort, Andrei Stoian, David Filliat
2019 — conf
Training Discriminative Models to Evaluate Generative Ones.
ICANN (3)
Timothée Lesort, Andrei Stoian, Jean-François Goudou, David Filliat
2018 J jnl
Deep and low-level feature based attribute learning for person re-identification.
Image Vis. Comput.
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018 J jnl
Generative Models from the perspective of Continual Learning.
CoRR
Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
2018 J jnl
Marginal Replay vs Conditional Replay for Continual Learning.
CoRR
Timothée Lesort, Alexander Gepperth, Andrei Stoian, David Filliat
2018 — conf
Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations.
VISIGRAPP (5: VISAPP)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018 B conf
Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network.
ACIVS
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018 B conf
Person Re-identification Using Group Context.
ACIVS
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018 B conf
Similarity Learning with Listwise Ranking for Person Re-Identification.
ICIP
Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour
2017 B conf
Triplet CNN and pedestrian attribute recognition for improved person re-identification.
AVSS
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2016 J jnl
A scalable summary generation method based on cross-modal consensus clustering and OLAP cube modeling.
Multim. Tools Appl.
Gabriel Sargent, Karina Perez-Daniel, Andrei Stoian, Jenny Benois-Pineau, Sofian Maabout, Henri Nicolas, Mariko Nakano-Miyatake, Jean Carrive
2016 J jnl
Fast Action Localization in Large-Scale Video Archives.
IEEE Trans. Circuits Syst. Video Technol.
Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu
2016 — —
Scalable action detection in video collections. (Détection scalable d'actions dans des collections vidéo).
Andrei Stoian
2015 B conf
Scalable action localization with kernel-space hashing.
ICIP
Andrei Stoian, Marin Ferecatu, Jenny Benois-Pineau, Michel Crucianu
2015 C conf
The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture.
CBMI
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
2012 — conf
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search.
TRECVID
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