Khai Nguyen

1. Distributional Sliced-Wasserstein and Applications to Generative Modeling
   2020/02/17 by Khai Nguyen, Nguyen, Khai, Nhat Ho +6 · 9 citations
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Medical Image Segmentation Techniques #Advanced Numerical Analysis Techniques
2. Energy-Based Sliced Wasserstein Distance
   2023/04/26 by Khai Nguyen, Nguyen, Khai, Nhat Ho +1 · 9 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques
3. Quasi-Monte Carlo for 3D Sliced Wasserstein
   2023/09/21 by Khai Nguyen, Nguyen, Khai, Nicola Bariletto +3 · 6 citations
   Computer Science · Engineering · Medicine · #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications
4. Hierarchical Sliced Wasserstein Distance
   2022/09/27 by Khai Nguyen, Nguyen, Khai, Tongzheng Ren +9 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis
5. Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts
   2023/05/12 by Huy Nguyen, TrungTin Nguyen, Nguyen, Huy +5 · 5 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Target Tracking and Data Fusion in Sensor Networks
6. Sliced Wasserstein Estimation with Control Variates
   2023/04/30 by Khai Nguyen, Nhat Ho, Nguyen, Khai +1 · 3 citations
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Topological and Geometric Data Analysis #3D Shape Modeling and Analysis
7. Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
   2024/04/23 by Khai Nguyen, Nguyen, Khai, Nhat Ho +1 · 3 citations
   Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
   2023/05/27 by Lê Thanh Tùng, Le, Tung, Khai Nguyen +9 · 2 citations
   Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Advanced Neuroimaging Techniques and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Fast Approximation of the Generalized Sliced-Wasserstein Distance
   2022/10/19 by Dung T. Le, Le, Dung, Huy Nguyen +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications
10. Designing Robust Transformers using Robust Kernel Density Estimation
    2022/10/11 by Xing Han, Han, Xing, Tongzheng Ren +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
11. Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
    2024/05/16 by Manh Luong, Luong, Manh, Khai Nguyen +9 · 1 citation
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
12. Model Tensor Planning
    2025/05/02 by An T. Le, Le, An T., Khai Nguyen +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Modeling and Simulation Systems #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
13. Distributional Determinantal Point Process for Repulsive Clustering of Distributions
    2026/07/23 by Khai Nguyen, Yang Ni, Elizabeth Juarez-Colunga +1
    #stat.ME #cs.LG #stat.AP #stat.CO #stat.ML