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Tuan Nguyen
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Lamda: Label matching deep domain adaptation
T Le, T Nguyen, N Ho, H Bui, D Phung
International Conference on Machine Learning, 6043-6054, 2021
492021
Maximal divergence sequential auto-encoder for binary software vulnerability detection
T Le, TV Nguyen, T Le, D Phung, P Montague, O De Vel, L Qu
International Conference on Learning Representations 2019, 2019
452019
Most: Multi-source domain adaptation via optimal transport for student-teacher learning
T Nguyen, T Le, H Zhao, QH Tran, T Nguyen, D Phung
Uncertainty in Artificial Intelligence, 225-235, 2021
442021
Stem: An approach to multi-source domain adaptation with guarantees
VA Nguyen, T Nguyen, T Le, QH Tran, D Phung
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
422021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport.
T Nguyen, T Le, N Dam, QH Tran, T Nguyen, DQ Phung
IJCAI, 2862-2868, 2021
272021
Deep cost-sensitive kernel machine for binary software vulnerability detection
T Nguyen, T Le, K Nguyen, O Vel, P Montague, J Grundy, D Phung
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
112020
Cycle Class Consistency with Distributional Optimal Transport and Knowledge Distillation for Unsupervised Domain Adaptation
T Nguyen, V Nguyen, T Le, H Zhao, QH Tran, D Phung
The 38th Conference on Uncertainty in Artificial Intelligence, 2022
72022
Class-Prototype Conditional Diffusion Model for Continual Learning with Generative Replay
K Doan, Q Tran, T Nguyen, D Phung, T Le
arXiv preprint arXiv:2312.06710, 2023
22023
On Label Shift in Domain Adaptation via Wasserstein Distance
T Le, D Do, T Nguyen, H Nguyen, H Bui, N Ho, D Phung
arXiv preprint arXiv:2110.15520, 2021
22021
Fuzzy Kernel Stochastic Gradient Descent Machines
T Nguyen, P Duong, T Le, A Le, V Ngo, D Tran, W Ma
2016 International Joint Conference on Neural Networks (IJCNN), 3226-3232, 2016
22016
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation
T Nguyen, V Nguyen, T Le, H Zhao, QH Tran, D Phung
arXiv preprint arXiv:2401.15952, 2024
2024
DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition
P Gupta, T Nguyen, A Dhall, M Hayat, T Le, TT Do
arXiv preprint arXiv:2401.01387, 2024
2024
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Articles 1–12