Tan N. Nguyen

1. Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature
   2022/11/28 by Khang Nguyen, Nguyen, Khang, Hieu Nong +8 · 22 citations
   Computer Science · #Human Pose and Action Recognition
2. Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data
   2023/01/01 by Hien Dang, Tho Tran, Dang, Hien +7 · 8 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Imbalanced Data Classification Techniques #Advanced Neural Network Applications
3. Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications
   2024/03/12 by Cong T. Nguyen, Nguyen, Cong T., Yuris Mulya Saputra +17 · 5 citations
   Engineering · #Advanced MIMO Systems Optimization #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Telecommunications and Broadcasting Technologies
4. Hierarchical Sliced Wasserstein Distance
   2022/09/27 by Khai Nguyen, Tongzheng Ren, Nguyen, Khai +9 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis
5. How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies
   2021/10/13 by Bao Wang, Wang, Bao, Hedi Xia +5 · 2 citations
   Computer Science · Physics and Astronomy · #68Txx #Computational Physics and Python Applications #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
6. Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation
   2022/03/16 by Ngoc-Vuong Ho, Tan N. Nguyen, Ho, Ngoc-Vuong +7 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
7. Fast Beam Placement for Ultra-Dense LEO Networks
   2024/12/11 by Trinh Van Chien, Van Chien, Trinh, Nguyễn Minh Quân +9 · 2 citations
   Engineering · #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #Optical Network Technologies #Photonic and Optical Devices