Thanh Xuan Nguyen

22 papers A* 1A 1B 1C 1Misc 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction.
NAACL (Long Papers)
Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025 — conf
Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction.
NAACL (Long Papers)
Nguyen Hoang Anh, Quyen Tran, Thanh Xuan Nguyen, Nguyen Thi Ngoc Diep, Linh Ngo Van, Thien Huu Nguyen, Trung Le
2024 J jnl
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds.
IEEE Trans. Pattern Anal. Mach. Intell.
Thang Vu, Kookhoi Kim, Thanh Xuan Nguyen, Tung Minh Luu, Junyeong Kim, Chang D. Yoo
2024 J jnl
Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses.
CoRR
Thanh Xuan Nguyen, Tung Minh Luu, Tri Ton, Chang D. Yoo
2024 J jnl
Uncertainty-Aware Rank-One MIMO Q Network Framework for Accelerated Offline Reinforcement Learning.
IEEE Access
Thanh Xuan Nguyen, Tung Minh Luu, Tri Ton, Sungwoong Kim, Chang D. Yoo
2023 J jnl
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning.
CoRR
Thanh Xuan Nguyen, Trung X. Pham, Chaoning Zhang, Tung Minh Luu, Thang Vu, Chang D. Yoo
2023 J jnl
DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning.
IEEE Access
Thanh Xuan Nguyen, Trung Xuan Pham, Chaoning Zhang, Tung Minh Luu, Thang Vu, Chang D. Yoo
2022 J jnl
LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic.
IEEE Access
Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Xuan Nguyen, Sultan Rizky Hikmawan Madjid, Chang D. Yoo
2022 J jnl
LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic.
CoRR
Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Xuan Nguyen, Sultan Rizky Hikmawan Madjid, Chang Dong Yoo
2022 A* conf
SoftGroup for 3D Instance Segmentation on Point Clouds.
CVPR
Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Xuan Nguyen, Chang D. Yoo
2022 J jnl
SoftGroup++: Scalable 3D Instance Segmentation with Octree Pyramid Grouping.
CoRR
Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Xuan Nguyen, Junyeong Kim, Chang D. Yoo
2022 J jnl
Utilizing Skipped Frames in Action Repeats for Improving Sample Efficiency in Reinforcement Learning.
IEEE Access
Tung Minh Luu, Thanh Xuan Nguyen, Thang Vu, Chang D. Yoo
2022 J jnl
Visual Pretraining via Contrastive Predictive Model for Pixel-Based Reinforcement Learning.
Sensors
Tung Minh Luu, Thang Vu, Thanh Xuan Nguyen, Chang D. Yoo
2021 J jnl
GDCA: GAN-based single image super resolution with Dual discriminators and Channel Attention.
CoRR
Thanh Xuan Nguyen, Hieu Hoang, Chang D. Yoo
2021 J jnl
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images.
IEEE Access
Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret
2021 — —
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).
Thanh Xuan Nguyen
2021 J jnl
Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning.
CoRR
Thanh Xuan Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang Dong Yoo
2021 Misc conf
Robust Maml: Prioritization Task Buffer with Adaptive Learning Process for Model-Agnostic Meta-Learning.
ICASSP
Thanh Xuan Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang D. Yoo
2021 A conf
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model.
IROS
Thanh Xuan Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo
2021 J jnl
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model.
CoRR
Thanh Xuan Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo
2020 B conf
CGO: Multiband Astronomical Source Detection With Component-Graphs.
ICIP
Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret
2015 C conf
Robust Content-Based Image Hash Functions Using Nested Lattice Codes.
IWDW
Thanh Xuan Nguyen, Ricardo Antonio Parrao Hernandez, Brian M. Kurkoski