The repetitive optimization design strategy using neural network and hybrid algorithm. - Nhu-Van Nguyen; Kwon-Su Jeon; Jae-Woo Lee; Yung-Hwan Byun (RIVF, 2008)

Region-Based Semi-automatic Annotation Using the Bag of Words Representation of the Keywords. - Nhu-Van Nguyen; Alain Boucher; Jean-Marc Ogier; Salvatore Tabbone (ICIG, 2009)

Clusters-Based Relevance Feedback for CBIR: A Combination of Query Movement and Query Expansion. - Nhu-Van Nguyen; Alain Boucher; Jean-Marc Ogier; Salvatore Tabbone (RIVF, 2010)

Using SR-tree in a Content-based and Location-based Image Retrieval System. - Hien Phuong Lai; Nhu-Van Nguyen; Alain Boucher; Jean-Marc Ogier (VISAPP (2), 2010)

Représentations visuelles de concepts textuels pour la recherche et l'annotation interactives d'images. (Keyword visual representation for interactive image retrieval and image annotation). - Nhu-Van Nguyen (2011)

PEDIVHANDI: Multimodal Indexation and Retrieval System for Lecture Videos. - Nhu-Van Nguyen; Jean-Marc Ogier; Franck Charneau (ACCV (2), 2012)

Cluster-based relevance feedback for CBIR: a combination of query point movement and query expansion. - Nhu-Van Nguyen; Alain Boucher; Jean-Marc Ogier; Salvatore Tabbone (J. Ambient Intell. Humaniz. Comput., 2012)

Bag of subjects: lecture videos multimodal indexing. - Nhu-Van Nguyen; Jean-Marc Ogier; Franck Charneau (ACM Symposium on Document Engineering, 2013)

Interactive Knowledge Learning for Ancient Images. - Nhu-Van Nguyen; Mickaël Coustaty; Alain Boucher; Jean-Marc Ogier (ICDAR, 2013)

Multi-modal and Cross-Modal for Lecture Videos Retrieval. - Nhu-Van Nguyen; Mickaël Coustaty; Jean-Marc Ogier (ICPR, 2014)

Keyword Visual Representation for Image Retrieval and Image Annotation. - Nhu-Van Nguyen; Alain Boucher; Jean-Marc Ogier (Int. J. Pattern Recognit. Artif. Intell., 2015)

Comic Characters Detection Using Deep Learning. - Nhu-Van Nguyen; Christophe Rigaud; Jean-Christophe Burie (MANPU@ICDAR, 2017)

Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction. - Thi-Tuyet-Hai Nguyen; Mickaël Coustaty; Antoine Doucet; Adam Jatowt; Nhu-Van Nguyen (ICADL, 2018)

Digital Comics Image Indexing Based on Deep Learning. - Nhu-Van Nguyen; Christophe Rigaud; Jean-Christophe Burie (J. Imaging, 2018)

Post-OCR Error Detection by Generating Plausible Candidates. - Thi-Tuyet-Hai Nguyen; Adam Jatowt; Mickaël Coustaty; Nhu-Van Nguyen; Antoine Doucet (ICDAR, 2019)

What do We Expect from Comic Panel Extraction? - Nhu-Van Nguyen; Christophe Rigaud; Jean-Christophe Burie (GREC@ICDAR, 2019)

Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing. - Thi-Tuyet-Hai Nguyen; Adam Jatowt; Mickaël Coustaty; Nhu-Van Nguyen; Antoine Doucet (JCDL, 2019)

Multi-task Model for Comic Book Image Analysis. - Nhu-Van Nguyen; Christophe Rigaud; Jean-Christophe Burie (MMM (2), 2019)

Semi-supervised Object Detection with Unlabeled Data. - Nhu-Van Nguyen; Christophe Rigaud; Jean-Christophe Burie (VISIGRAPP (5: VISAPP), 2019)

Comic MTL: optimized multi-task learning for comic book image analysis. - Nhu-Van Nguyen; Christophe Rigaud; Jean-Christophe Burie (Int. J. Document Anal. Recognit., 2019)

Text Block Segmentation in Comic Speech Bubbles. - Christophe Rigaud; Nhu-Van Nguyen; Jean-Christophe Burie (ICPR Workshops (6), 2020)

Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. - Thi-Tuyet-Hai Nguyen; Adam Jatowt; Nhu-Van Nguyen; Mickaël Coustaty; Antoine Doucet (JCDL, 2020)

An adaptive document recognition system for lettrines. - Nhu-Van Nguyen; Mickaël Coustaty; Jean-Marc Ogier (Int. J. Document Anal. Recognit., 2020)

A learning approach with incomplete pixel-level labels for deep neural networks. - Nhu-Van Nguyen; Christophe Rigaud; Arnaud Revel; Jean-Christophe Burie (Neural Networks, 2020)

ICDAR 2021 Competition on Historical Map Segmentation. - Joseph Chazalon; Edwin Carlinet; Yizi Chen; Julien Perret; Bertrand Duménieu; Clément Mallet; Thierry Géraud; Vincent Nguyen 001; Nam Nguyen; Josef Baloun; Ladislav Lenc; Pavel Král (ICDAR (4), 2021)

Manga-MMTL: Multimodal Multitask Transfer Learning for Manga Character Analysis. - Nhu-Van Nguyen; Christophe Rigaud; Arnaud Revel; Jean-Christophe Burie (ICDAR (2), 2021)

ICDAR 2021 Competition on Multimodal Emotion Recognition on Comics Scenes. - Nhu-Van Nguyen; Xuan-Son Vu; Christophe Rigaud; Lili Jiang 002; Jean-Christophe Burie (ICDAR (4), 2021)

MC-OCR Challenge: Mobile-Captured Image Document Recognition for Vietnamese Receipts. - Xuan-Son Vu; Quang-Anh Bui; Nhu-Van Nguyen; Thi Tuyet Hai Nguyen; Thanh Vu (RIVF, 2021)

False Positive Reduction of Pulmonary Nodule on CT image using Attention-based Multiple Instance Learning. - Chi Cuong Nguyen; Giang Son Tran; Vincent Nguyen 001 (CBMI, 2023)

ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations. - Minh Thuan Nguyen; Khanh-Tung Tran; Nhu-Van Nguyen; Xuan-Son Vu (EMNLP (Industry Track), 2023)

Features Leverage in Graph Models for Mineral Prospectivity Mapping. - Thi Hai Yen Vu; Thi-Bich-Hanh Dao; Vincent Nguyen 001; Christel Vrain; Hugo Breuillard (SAC, 2025)

Enhancing Marine Habitats Detection: A Comparative Study of Semi-Supervised Learning Methods. - Rim Rahali; Thanh Phuong Nguyen 001; Vincent Nguyen 001 (VISIGRAPP (3): VISAPP, 2025)

Memory-efficient Continual Learning with Neural Collapse Contrastive. - Trung-Anh Dang; Vincent Nguyen 001; Ngoc-Son Vu; Christel Vrain (WACV, 2025)