Thuan Nguyen - RankMe

53 papers B 8C 2Misc 5Journal 27Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bounded guaranteed algorithms for concave impurity minimization via maximum likelihood. Signal Process. Thuan Nguyen, Hoang Le, Thinh Nguyen
2025	J	`jnl`	Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse. Trans. Mach. Learn. Res. Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar
2025	B	`conf`	Universal Rate-Distortion-Classification Representations for Lossy Compression. ITW Nam Nguyen, Thuan Nguyen, Thinh Nguyen, Bella Bose
2025	J	`jnl`	Universal Rate-Distortion-Classification Representations for Lossy Compression. CoRR Nam Nguyen, Thuan Nguyen, Thinh Nguyen, Bella Bose
2024	B	`conf`	Assessment of Multiple Systemic Human Cognitive States using Pupillometry. CogSci Ayca Aygun, Thuan Nguyen, Matthias Scheutz
2024	J	`jnl`	Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals. Top. Cogn. Sci. Matthias Scheutz, Shuchin Aeron, Ayca Aygun, J. P. de Ruiter, Sergio Fantini, Cristianne Fernandez, Zachary Haga, Thuan Nguyen, Boyang Lyu
2024	C	`conf`	On Contrastive Learning for Domain Generalization. ICMLA Thuan Nguyen, D. Richard Brown
2024	—	`conf`	On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels. VTC Fall Nam Nguyen, An Vuong, Thuan Nguyen, Thinh Nguyen
2024	—	`conf`	On Neural Collapse in Contrastive Learning with Imbalanced Datasets. MLSP Thuan Nguyen, Ruijie Jiang, Shuchin Aeron, Prakash Ishwar, D. Richard Brown
2024	B	`conf`	Supervised Contrastive Learning with Hard Negative Samples. IJCNN Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron
2023	Misc	`conf`	A Principled Approach to Model Validation in Domain Generalization. ICASSP Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
2023	J	`jnl`	A principled approach to model validation in domain generalization. CoRR Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
2023	J	`jnl`	Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization. IEEE Access Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2023	—	`conf`	Capacity achieving quantizer design for multiple-input multiple-output thresholding channels. VTC2023-Spring An Vuong, Thuan Nguyen, Thinh Nguyen
2023	—	`conf`	On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control. MLSP Thuan Nguyen, Matthias Scheutz, Shuchin Aeron
2023	J	`jnl`	On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling. CoRR Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar
2022	J	`jnl`	Bounded Guaranteed Algorithms for Concave Impurity Minimization Via Maximum Likelihood. CoRR Thuan Nguyen, Hoang Le, Thinh Nguyen
2022	B	`conf`	Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task. ICMI Ayca Aygun, Boyang Lyu, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
2022	B	`conf`	Conditional entropy minimization principle for learning domain invariant representation features. ICPR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Conditional entropy minimization principle for learning domain invariant representation features. CoRR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Investigating Methods for Cognitive Workload Estimation for Assistive Robots. Sensors Ayca Aygun, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
2022	—	`conf`	Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization. MLSP Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Joint covariate-alignment and concept-alignment: a framework for domain generalization. CoRR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Supervised Contrastive Learning with Hard Negative Samples. CoRR Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron
2022	C	`conf`	Trade-off between reconstruction loss and feature alignment for domain generalization. ICMLA Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2022	J	`jnl`	Trade-off between reconstruction loss and feature alignment for domain generalization. CoRR Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2021	J	`jnl`	Achievable zero-error rate regions using novel location assisted coding (LAC) for short range FSO communications. J. Commun. Networks Thuan Nguyen, Duong Nguyen-Huu, Thinh Nguyen
2021	J	`jnl`	Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization. CoRR Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
2021	J	`jnl`	Capacity Achieving Quantizer Design for Binary Channels. IEEE Commun. Lett. Thuan Nguyen, Thinh Nguyen
2021	Misc	`conf`	Constant Approximation Algorithm for Minimizing Concave Impurity. ICASSP Thuan Nguyen, Hoang Le, Thinh Nguyen
2021	Misc	`conf`	Minimizing Weighted Concave Impurity Partition Under Constraints. ICASSP Thuan Nguyen, Thinh Nguyen
2021	J	`jnl`	Optimal Quantizer Structure for Maximizing Mutual Information Under Constraints. IEEE Trans. Commun. Thuan Nguyen, Thinh Nguyen
2021	B	`conf`	Optimal Thresholding Quantizer Maximizing Mutual Information of Discrete Multiple-Input Continuous One-Bit Output Quantization. ISIT Thuan Nguyen, Thinh Nguyen
2020	Misc	`conf`	A Linear Time Partitioning Algorithm for Frequency Weighted Impurity Functions. ICASSP Thuan Nguyen, Thinh Nguyen
2020	Misc	`conf`	A New Fast Algorithm for Finding Capacity of Discrete Memoryless Thresholding Channels. ICNC Thuan Nguyen, Yu-Jung Chu, Thinh Nguyen
2020	B	`conf`	Communication-Channel Optimized Impurity Partition. GLOBECOM Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	Communication-Channel Optimized Partition. CoRR Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	Entropy-Constrained Maximizing Mutual Information Quantization. CoRR Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	On Binary Quantizer For Maximizing Mutual Information. IEEE Trans. Commun. Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	On Bounds and Closed Form Expressions for Capacities of Discrete Memoryless Channels with Invertible Positive Matrices. CoRR Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	On Bounds and Closed-Form Expressions for Capacities of Discrete Memoryless Channels With Invertible Positive Matrices. IEEE Trans. Veh. Technol. Thuan Nguyen, Thinh Nguyen
2020	—	`conf`	On Thresholding Quantizer Design for Mutual Information Maximization: Optimal Structures and Algorithms. VTC Spring Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	On the Uniqueness of Binary Quantizers for Maximizing Mutual Information. CoRR Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraint. CoRR Thuan Nguyen, Thinh Nguyen
2020	J	`jnl`	Single-bit Quantization Capacity of Binary-input Continuous-output Channels. CoRR Thuan Nguyen, Thinh Nguyen
2020	B	`conf`	Structure of Optimal Quantizer for Binary-Input Continuous-Output Channels with Output Constraints. ISIT Thuan Nguyen, Thinh Nguyen
2020	—	`conf`	Thresholding Quantizer Design for Mutual Information Maximization Under Output Constraint. VTC Spring Thuan Nguyen, Thinh Nguyen
2019	J	`jnl`	Minimizing Impurity Partition Under Constraints. CoRR Thuan Nguyen, Thinh Nguyen
2018	—	`conf`	On Closed Form Capacities of Discrete Memoryless Channels. VTC Spring Thuan Nguyen, Thinh Nguyen
2018	—	`conf`	On the Capacities of Discrete Memoryless Thresholding Channels. VTC Spring Thuan Nguyen, Yu-Jung Chu, Thinh Nguyen
2017	J	`jnl`	Achievable Rate Regions Using Novel Location Assisted Coding (LAC). CoRR Thuan Nguyen, Thinh Nguyen
2017	—	`conf`	Embedded Coding Techniques for FSO Communication. VTC Fall Thuan Nguyen, Thinh Nguyen
2017	—	`conf`	On Achievable Rate Region Using Location Assisted Coding (LAC) for FSO Communication. VTC Fall Thuan Nguyen, Duong Nguyen-Huu, Thinh Nguyen