| 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 | 42 | 2022 |
| 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 | 39 | 2023 |
| 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 | 38 | 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 | 34* | 2022 |
| 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 | 32 | 2017 |
| 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 | 24 | 2022 |
| 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 | 21 | 2023 |
| 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 | 18 | 2022 |
| 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 | 17 | 2021 |
| Adaptive Name Entity Recognition under Highly Unbalanced Data T Nguyen, D Nguyen, P Rao Seminar Report, Saarland University, Saarland Informatics Campus, Germany, 2020 | 14 | 2020 |
| 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 |
| Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification M Barz, OS Bhatti, HMT Alam, DMH Nguyen, D Sonntag Proceedings of the 28th International Conference on Intelligent User …, 2023 | 8 | 2023 |
| 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 | 8 | 2022 |
| 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 | 8 | 2021 |
| Accelerating Transformers with Spectrum-Preserving Token Merging HC Tran, DMH Nguyen, DM Nguyen, TT Nguyen, N Le, P Xie, D Sonntag, ... Advances in Neural Information Processing Systems (NeurIPS), 2024 | 5 | 2024 |
| Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks DMH Nguyen, N Lukashina, T Nguyen, AT Le, TT Nguyen, N Ho, J Peters, ... International Conference on Machine Learning (ICML), 2024 | 4 | 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, ... Robustness of Zero/Few-shot Learning in Foundation Models@NeurIPS, 2023 | 3 | 2023 |
| LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model DMH Nguyen, NT Diep, TQ Nguyen, HB Le, T Nguyen, T Nguyen, ... arXiv preprint, 2024 | 2 | 2024 |
| Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model DMH Nguyen, AT Le, TQ Nguyen, NT Diep, T Nguyen, D Duong-Tran, ... Proceedings of Machine Learning Research, Asian Conference on Machine …, 2024 | 2 | 2024 |
| MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification AT Nguyen, DMH Nguyen, NT Diep, TQ Nguyen, N Ho, JM Metsch, ... arXiv preprint, 2025 | | 2025 |
Daniel SonntagDFKI and University of OldenburgVerified email at dfki.de
