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ORCIDThanh Xuan Nguyen
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2020 – today
- 2024
[j7]Thanh Xuan Nguyen, Tung Minh Luu
, Tri Ton, Sungwoong Kim, Chang D. Yoo:
Uncertainty-Aware Rank-One MIMO Q Network Framework for Accelerated Offline Reinforcement Learning. IEEE Access 12: 100972-100982 (2024)- [j6]Thang Vu, Kookhoi Kim, Thanh Xuan Nguyen, Tung Minh Luu, Junyeong Kim, Chang D. Yoo:
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 1981-1995 (2024) - [i7]Thanh Xuan Nguyen, Tung Minh Luu, Tri Ton, Chang D. Yoo:
Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses. CoRR abs/2405.11206 (2024) - 2023
- [j5]Thanh Xuan Nguyen, Trung Xuan Pham, Chaoning Zhang, Tung Minh Luu, Thang Vu, Chang D. Yoo:
DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning. IEEE Access 11: 21534-21545 (2023) - [i6]Thanh Xuan Nguyen, Trung X. Pham, Chaoning Zhang, Tung Minh Luu, Thang Vu, Chang D. Yoo:
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning. CoRR abs/2309.11782 (2023) - 2022
- [j4]Tung Minh Luu, Thanh Xuan Nguyen, Thang Vu, Chang D. Yoo:
Utilizing Skipped Frames in Action Repeats for Improving Sample Efficiency in Reinforcement Learning. IEEE Access 10: 64965-64975 (2022) - [j3]Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Xuan Nguyen, Sultan Rizky Hikmawan Madjid, Chang D. Yoo:
LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic. IEEE Access 10: 113995-114007 (2022) - [j2]Tung Minh Luu, Thang Vu, Thanh Xuan Nguyen, Chang D. Yoo:
Visual Pretraining via Contrastive Predictive Model for Pixel-Based Reinforcement Learning. Sensors 22(17): 6504 (2022) - [c5]Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Xuan Nguyen, Chang D. Yoo:
SoftGroup for 3D Instance Segmentation on Point Clouds. CVPR 2022: 2698-2707 - [i5]Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Xuan Nguyen, Junyeong Kim, Chang D. Yoo:
SoftGroup++: Scalable 3D Instance Segmentation with Octree Pyramid Grouping. CoRR abs/2209.08263 (2022) - [i4]Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Xuan Nguyen, Sultan Rizky Hikmawan Madjid, Chang Dong Yoo:
LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic. CoRR abs/2210.08282 (2022) - 2021
- [b1]Thanh Xuan Nguyen:
Object Detection using Component-Graphs and ConvNets with Application to Astronomical Images. (Détection d'objets à partir de graphes de composantes et de réseaux convolutionnels avec applications aux images astronomiques). Gustave Eiffel University, Champs-sur-Marne, France, 2021 - [j1]Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret:
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images. IEEE Access 9: 156482-156491 (2021) - [c4]Thanh Xuan Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang D. Yoo:
Robust Maml: Prioritization Task Buffer with Adaptive Learning Process for Model-Agnostic Meta-Learning. ICASSP 2021: 3460-3464 - [c3]Thanh Xuan Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo:
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model. IROS 2021: 3471-3477 - [i3]Thanh Xuan Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang Dong Yoo:
Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning. CoRR abs/2103.08233 (2021) - [i2]Thanh Xuan Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo:
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model. CoRR abs/2103.08255 (2021) - [i1]Thanh Xuan Nguyen, Hieu Hoang, Chang D. Yoo:
GDCA: GAN-based single image super resolution with Dual discriminators and Channel Attention. CoRR abs/2111.05014 (2021) - 2020
- [c2]Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret:
CGO: Multiband Astronomical Source Detection With Component-Graphs. ICIP 2020: 16-20
2010 – 2019
- 2015
- [c1]Thanh Xuan Nguyen, Ricardo Antonio Parrao Hernandez, Brian M. Kurkoski:
Robust Content-Based Image Hash Functions Using Nested Lattice Codes. IWDW 2015: 406-417
Coauthor Index
aka: Chang D. Yoo
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