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; et al. (TRECVID, 2012)

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture. - Alejandro Ramírez 001; Jenny Benois-Pineau; Mireya S. García-Vázquez; Andrei Stoian; Michel Crucianu; Mariko Nakano; Francisco J. García-Ugalde; Jean-Luc Rouas; Henri Nicolas; Jean Carrive (CBMI, 2015)

Scalable action localization with kernel-space hashing. - Andrei Stoian; Marin Ferecatu; Jenny Benois-Pineau; Michel Crucianu (ICIP, 2015)

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)

Fast Action Localization in Large-Scale Video Archives. - Andrei Stoian; Marin Ferecatu; Jenny Benois-Pineau; Michel Crucianu (IEEE Trans. Circuits Syst. Video Technol., 2016)

Scalable action detection in video collections. (Détection scalable d'actions dans des collections vidéo). - Andrei Stoian (2016)

Triplet CNN and pedestrian attribute recognition for improved person re-identification. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (AVSS, 2017)

Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (ACIVS, 2018)

Person Re-identification Using Group Context. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (ACIVS, 2018)

Similarity Learning with Listwise Ranking for Person Re-Identification. - Yiqiang Chen 003; Stefan Duffner; Atilla Baskurt; Andrei Stoian; Jean-Yves Dufour (ICIP, 2018)

Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (VISIGRAPP (5: VISAPP), 2018)

Deep and low-level feature based attribute learning for person re-identification. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (Image Vis. Comput., 2018)

Marginal Replay vs Conditional Replay for Continual Learning. - Timothée Lesort; Alexander Gepperth; Andrei Stoian; David Filliat (ICANN (2), 2019)

Training Discriminative Models to Evaluate Generative Ones. - Timothée Lesort; Andrei Stoian; Jean-François Goudou; David Filliat (ICANN (3), 2019)

Generative Models from the perspective of Continual Learning. - Timothée Lesort; Hugo Caselles-Dupré; Michaël Garcia Ortiz; Andrei Stoian; David Filliat (IJCNN, 2019)

Continual Learning for Robotics. - Timothée Lesort; Vincenzo Lomonaco; Andrei Stoian; Davide Maltoni; David Filliat; Natalia Díaz Rodríguez (CoRR, 2019)

Regularization Shortcomings for Continual Learning. - Timothée Lesort; Andrei Stoian; David Filliat (CoRR, 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)

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)

Frugal Learning for Interactive Satellite Image Change Detection. - Hichem Sahbi; Sebastien Deschamps; Andrei Stoian (IGARSS, 2021)

Active learning for interactive satellite image change detection. - Hichem Sahbi; Sebastien Deschamps; Andrei Stoian (CoRR, 2021)

List-wise learning-to-rank with convolutional neural networks for person re-identification. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (Mach. Vis. Appl., 2021)

Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning. - Alina Ciocarlan; Andrei Stoian (Remote. Sens., 2021)

Privacy-Preserving Tree-Based Inference with TFHE. - Jordan Fréry; Andrei Stoian; Roman Bredehoft; Luis Montero; Celia Kherfallah; Benoît Chevallier-Mames; Arthur Meyre (MSPN, 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)

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)

Machine Learning Training on Encrypted Data with TFHE. - Luis Montero; Jordan Fréry; Celia Kherfallah; Roman Bredehoft; Andrei Stoian (IWSPA@CODASPY, 2024)

Neural Network Training on Encrypted Data with TFHE. - Luis Montero; Jordan Fréry; Celia Kherfallah; Roman Bredehoft; Andrei Stoian (CoRR, 2024)

Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption. - Jordan Fréry; Roman Bredehoft; Jakub Klemsa; Arthur Meyre; Andrei Stoian (CoRR, 2025)