From detections to decisions: an attention-guided deep multiple instance learning approach for visual tire inspection ↗ ↖ 1 January 2025 Thomas Mignot François Ponchon Alexandre Derville Stefan Duffner Christophe Garcia
An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach ↗ ↖ 1 January 2024 Thomas Mignot François Ponchon Alexandre Derville Stefan Duffner Christophe Garcia
Exploring Continual Learning and Self-learning for Historical Digit Recognition ↗ ↖ 1 January 2023 Asma Kharrat Fadoua Drira Frank Le Bourgeois Christophe Garcia
Long-Range Transformer Architectures for Document Understanding ↗ ↖ 1 January 2023 Thibault Douzon Stefan Duffner Christophe Garcia Jérémy Espinas
Toward Digits Recognition Using Continual Learning ↗ ↖ 1 January 2023 Asma Kharrat Fadoua Drira Frank Le Bourgeois Christophe Garcia
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks ↗ ↖ 1 January 2022 Thibault Douzon Stefan Duffner Christophe Garcia Jérémy Espinas
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection ↗ ↖ 1 January 2022 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection ↗ ↖ 1 January 2022 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
2D Wasserstein Loss for Robust Facial Landmark Detection ↗ ↖ 1 January 2021 Yongzhe Yan Stefan Duffner Priyanka Phutane Anthony Berthelier Christophe Blanc Christophe Garcia Thierry Chateau
Data-Efficient Information Extraction from Documents with Pre-Trained Language Models ↗ ↖ 1 January 2021 Clément Sage Thibault Douzon Alex Aussem Véronique Eglin Haytham Elghazel Stefan Duffner Christophe Garcia Jérémy Espinas
Exploiting Visual Context to Identify People in TV Programs ↗ ↖ 1 January 2021 Thomas Petit Pierre Letessier Stefan Duffner Christophe Garcia
Learning Sparse Filters In Deep Convolutional Neural Networks With A l 1 /l 2 Pseudo-Norm ↗ ↖ 1 January 2021 Anthony Berthelier Yongzhe Yan Thierry Chateau Christophe Blanc Stefan Duffner Christophe Garcia
RADON: Robust Autoencoder for Unsupervised Anomaly Detection ↗ ↖ 1 January 2021 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Sequence Metric Learning as Synchronization of Recurrent Neural Networks ↗ ↖ 1 January 2021 Paul Compagnon Grégoire Lefebvre Stefan Duffner Christophe Garcia
Similarity Metric Learning ↗ ↖ 1 January 2021 Stefan Duffner Christophe Garcia Khalid Idrissi Atilla Baskurt