| 3D-brain segmentation using deep neural network and Gaussian mixture model DMH Nguyen, HT Vu, HQ Ung, BT Nguyen IEEE Winter Conference on Applications of Computer Vision (WACV), 815-824, 2017 | 34 | 2017 |
| The Cauchy problem of coupled elliptic sine–Gordon equations with noise: Analysis of a general kernel-based regularization and reliable tools of computing VA Khoa, MTN Truong, NHM Duy, NH Tuan Computers & Mathematics with Applications 73 (1), 141-162, 2017 | 28 | 2017 |
| ASMCNN: An efficient brain extraction using active shape model and convolutional neural networks DHM Nguyen, DM Nguyen, TTN Mai, T Nguyen, KT Tran, AT Nguyen, ... Information Sciences 591, 25-48, 2022 | 25* | 2022 |
| LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking DMH Nguyen, R Henschel, B Rosenhahn, D Sonntag, P Swoboda Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 18 | 2022 |
| TATL: task agnostic transfer learning for skin attributes detection DMH Nguyen, TT Nguyen, H Vu, Q Pham, MD Nguyen, BT Nguyen, ... Medical Image Analysis, 2022 | 18 | 2022 |
| DPER: direct parameter estimation for randomly missing data T Nguyen, KM Nguyen-Duy, DHM Nguyen, BT Nguyen, BA Wade Knowledge-Based Systems 240, 108082, 2022 | 12 | 2022 |
| Adaptive Name Entity Recognition under Highly Unbalanced Data T Nguyen, D Nguyen, P Rao Seminar Report, Saarland University, Saarland Informatics Campus, Germany, 2020 | 12 | 2020 |
| Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering DMH Nguyen, H Nguyen, TNT Mai, T Cao, BT Nguyen, N Ho, P Swoboda, ... Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 11 | 2023 |
| An attention mechanism using multiple knowledge sources for COVID-19 detection from CT images DM Nguyen, DM Nguyen, H Vu, BT Nguyen, F Nunnari, D Sonntag The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-2021 …, 2021 | 11* | 2021 |
| EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data T Nguyen, DHM Nguyen, H Nguyen, BT Nguyen, BA Wade Information Sciences 567, 1-22, 2021 | 10 | 2021 |
| LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching DMH Nguyen, H Nguyen, NT Diep, TN Pham, T Cao, BT Nguyen, ... Advances in Neural Information Processing Systems (NeurIPS), 2023 | 9 | 2023 |
| Self-supervised domain adaptation for diabetic retinopathy grading using vessel image reconstruction DMH Nguyen, TTN Mai, NTT Than, A Prange, D Sonntag KI 2021: Advances in Artificial Intelligence: 44th German Conference on AI …, 2021 | 6 | 2021 |
| DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading HM Tusfiqur, DMH Nguyen, MTN Truong, TA Nguyen, BT Nguyen, M Barz, ... arxiv preprint, 2022 | 2 | 2022 |
| Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data HH Le, DMH Nguyen, OS Bhatti, L Kopácsi, TP Ngo, BT Nguyen, M Barz, ... arXiv preprint, 2024 | | 2024 |
| Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks DMH Nguyen, N Lukashina, T Nguyen, AT Le, TT Nguyen, N Ho, J Peters, ... arXiv preprint, 2024 | | 2024 |
| Energy Minimizing-based Token Merging for Accelerating Transformers HC Tran, DMH Nguyen, MD Nguyen, NH Le, BT Nguyen International Conference on Learning Representations (ICLR), Practical ML …, 2024 | | 2024 |
| On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation DMH Nguyen, TN Pham, NT Diep, N Phan, Q Pham, V Tong, BT Nguyen, ... Advances in Neural Information Processing Systems (NeurIPS), Robustness of …, 2023 | | 2023 |
Binh NguyenAssociate Professor, University of Science, Vietnam.Verified email at hcmus.edu.vn
