Journals (9):
Trung-Anh Dang, Vincent Nguyen, Ngoc-Son Vu, Christel Vrain. SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse. (2026) Machine Learning, 115(7), article 168.
Rim Rahali, Vincent Nguyen. Beyond labels: Semi-supervised underwater habitat detection with image enhancement as augmentation. (2026) Multimedia Tools and Applications.
Thanh Tuan Nguyen, Thanh Phuong Nguyen, Vincent Nguyen. Accumulating global channel-wise patterns via deformed-bottleneck recalibration for image classification. (2025) Pattern Analysis and Applications, Vol. 28.
Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie. A learning approach with incomplete pixel-level labels for deep neural networks. (2020) Neural Networks (130), 111--125. (SRJ ranking : Q1)
Nhu-Van Nguyen, Mickael Coustaty, Jean-Marc Ogier. An adaptive document recognition system for lettrines. (2019) International Journal on Document Analysis and Recognition, 1-14. (IJDAR, SRJ ranking : Q2)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Comic MTL: optimized multi-task learning for comic book image analysis. (2019) International Journal on Document Analysis and Recognition, 265-284. (IJDAR, SRJ ranking : Q2)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Digital Comics Image Indexing Based on Deep Learning. Journal Imaging, MDPI, 4(7) : 89 (2018). (SRJ ranking : Q2)
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier. Keyword visual representation for image retrieval and image annotation. (2015) International Journal of Pattern Recognition and Artificial Intelligence, 29(6), 1555010 (2015). (IJPRAI, SRJ ranking : Q2, Computer Vision)
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Cluster-based relevance feedback for CBIR: a combination of query point movement and query expansion. (2012) Journal of ambient intelligence and humanized computing, 3 (4), 281-292. (AIHC, SRJ ranking : Q2)
Conferences (33):
Duy-Cuong Bui, Trung Anh Dang, Vincent Nguyen, Duc Viet Le, Ngoc-Son Vu. Anchor Behavior, Not Parameters: Rehearsal-Free Continual Learning with a Single Shared Prompt. (2027) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). (Accepted).
Jean-Daniel de Ambrogi, Aladine Chetouani, Vincent Nguyen, Aurélien Chateigner. CGS-SLAM: Collaborative Gaussian Splatting based SLAM for Multi-Agent Reconstruction. (2026) 3rd Workshop on Neural SLAM (NeuSLAM), ECCV 2026 workshop. arXiv:2608.26868.
Le-Huy Tu, Quan Nguyen, Vincent Nguyen, Johanna Björklund, Xuan-Son Vu. Reason-to-Learn (R2L): Multi-Agent Knowledge Distillation for Lightweight LLMs in Sentiment Analysis. (2026) LREC 2026.
Thi-Hai-Yen Vu, Vincent Nguyen, Christel Vrain, Hugo Breuillard, Thi-Bich-Hanh Dao. Positive-Unlabeled Learning with Knowledge-Structured Data. (2026) ECML PKDD 2026, pp. 388–406.
Trung-Anh Dang, Vincent Nguyen, Ngoc-Son Vu, Christel Vrain. Memory-efficient Continual Learning with Neural Collapse Contrastive. (2025) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), pp. 7950–7959.
Thi-Hai-Yen Vu, Thi-Bich-Hanh Dao, Vincent Nguyen, Christel Vrain, Hugo Breuillard. Features Leverage in Graph Models for Mineral Prospectivity Mapping. (2025) ACM Symposium on Applied Computing (SAC 2025), pp. 597–604.
Rim Rahali, Thanh Phuong Nguyen, Vincent Nguyen. Enhancing Marine Habitats Detection: A Comparative Study of Semi-Supervised Learning Methods. (2025) VISAPP, VISIGRAPP 2025.
Minh Thuan Nguyen, Khanh Tung Tran, Vincent Nguyen, Xuan-Son Vu. ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations. (2023) EMNLP 2023, Industry Track.
Vincent Nguyen, Chi Cuong Nguyen, Giang Son Tran. False Positive Reduction of Pulmonary Nodule on CT image using Attention-based Multiple Instance Learning. (2023) International Conference on Content-Based Multimedia Indexing (CBMI 2023).
Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie. Manga-MTL: multimodal multitask transfer learning for mangas. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)
Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král. ICDAR 2021 Competition on Historical Map Segmentation. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)
Nhu-Van Nguyen, Xuan-Son Vu, Christophe Rigaud, Lili Jiang, Jean-Christophe Burie. Competition: Multimodal Emotion Recognition on Comics scenes. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)
Christophe Rigaud, Nguyen Nhu Van, and Jean-Christophe Burie. Text block segmentation in comic speech bubbles. (2020) MANPU@ICPR2020.
Xuan-Son Vu, Quang-Anh Bui, Nhu-Van Nguyen, Thi-Tuyet-Hai Nguyen, Thanh Vu. MC-OCR Challenge: Mobile-Captured Image Document Recognition for Vietnamese Receipts. (2021) RIVF 2021.
Thi-Tuyet-Hai Nguyen, Adam Jatowt, Nhu-Van Nguyen, Mickael Coustaty, Antoine Doucet. Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. (2020) Joint Conference on Digital Libraries, 29-38. (JCDL, CORE : rank A*)
Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickael Coustaty,Nhu-Van Nguyen, Antoine Doucet.Post-OCR Error Detection by Generating Plausible Candidates. (2019) IAPR International conference on document analysis and recognition, 265-284. (ICDAR, CORE : rank A)
Christophe Rigaud,Nhu-Van Nguyen, Jean-Christophe Burie. Confidence crite-rion for speech balloon segmentation. (2019) International Workshop on Graphics Recognition(GREC@ICDAR), 265-284.
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. What do we expect from panel extraction ? (2019) International Workshop on Graphics Recognition(GREC@ICDAR), 265-284.
Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickael Coustaty,Nhu-Van Nguyen, Antoine Doucet. Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing. (2019) ACM/IEEE Joint Conference on Digital Libraries , 29-38. (JCDL, CORE : rank A*)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Multi-task model for comic book image analysis. (2019) International Conference on Multimedia Modeling (MANPU@MMM), 637-649.
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie . Semi-supervised Object Detection via Expectation Maximization. (2019) 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications , 289-296. (VISSAP/VISIGRAPP, CORE : rank B)
Thi-Tuyet-Hai Nguyen, Mickael Coustaty, Antoine Doucet, Adam Jatowt, Nhu-Van Nguyen. Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction. (2018) International Conference on Asian Digital Libraries, 278-289. (ICADL, CORE : rank A)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Comic characters detection using deep learning. (2015) IAPR International conference on document analysis and recognition (MANPU-ICDAR), 41-46.
Nhu-Van Nguyen, Mickael Coustaty, Jean-Marc Ogier. Multi-modal and cross-modal for lecture videos retrieval. (2014) International Conference on Pattern Recognition, 2667-2672. (ICPR, CORE : rank B)
Nhu-Van Nguyen, Jean-Marc Ogier, Franck Charneau. Bag of subjects: Lecture videos multimodal indexing. (2013) ACM symposium on Document engineering, 225-226. (DocENG, CORE : rank B)
Nhu-Van Nguyen, Mickael Coustaty, Alain Boucher, Jean-Marc Ogier. Interactive knowledge learning for ancient images. (2013) 12th International Conference on Document Analysis and Recognition, 300-304. (ICDAR, CORE : rank A)
Nhu-Van Nguyen, Jean-Marc Ogier, Franck Charneau. PEDIVHANDI: multimodal indexation and retrieval system for lecture videos. (2012) Asian Conference on Computer Vision, 382-393. (ACCV, CORE : rank B)
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Clusters-based relevance feedback for CBIR: a combination of query movement and query expansion. (2010) 2010 IEEE International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF).
Hien Phuong Lai,Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier. Using SR-tree in a Content-based and Location-based Image Retrieval System. (2010) VISAPP, 491-494. (CORE : rank B)
Alain Boucher, Richard Canal, Thanh-Quang Chu, Alexis Drogoul, Benoit Gaudou, Victor Moraru, Nhu Van Nguyen, Quang Anh Nguyen Vu, Patrick Taillandier, François Sempé, Serge Stinckwich. The AROUND project: Adapting robotic disaster response to developing countries. (2009) IEEE International Workshop on Safety, Security & Rescue Robotics, 1-6.
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Region-based semi-automatic annotation using the Bag of Words representation of the keywords. (2009) Fifth International Conference on Image and Graphics, 422-427. (ICIG, CORE : rank C)
N Van Nguyen, A Boucher, JM Ogier, S Tabbone. Text retrieval relevance feedback techniques for bag-of-words model in CBIR. (2009) International conference on Machine Learning and Pattern Recognition, 24.
Nhu-Van Nguyen, David Massart. Binding the Simple Query Interface. (2007) International Workshop on Learning Object Discovery & Exchange.