Duy M. H. Nguyen
According to our database1,
Duy M. H. Nguyen
authored at least 17 papers
between 2015 and 2024.
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Bibliography
2024
2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Medical Image Anal., 2022
ASMCNN: An efficient brain extraction using active shape model and convolutional neural networks.
Inf. Sci., 2022
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading.
CoRR, 2022
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Inf. Sci., 2021
Self-supervised Domain Adaptation for Diabetic Retinopathy Grading Using Vessel Image Reconstruction.
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021
2020
Posterior concentration and fast convergence rates for generalized Bayesian learning.
Inf. Sci., 2020
2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
2018
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018
2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015
Learning from Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers.
Proceedings of the Theory and Applications of Models of Computation, 2015