Donghwan Lee

1. A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
   2023/10/11 by Behrad Moniri, Donghwan Lee, Moniri, Behrad +5 · 10 citations
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
2. A Single Correspondence Is Enough: Robust Global Registration to Avoid\n Degeneracy in Urban Environments
   2022/03/13 by Hyungtae Lim, Lim, Hyungtae, Suyong Yeon +15 · 5 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
3. T-Cal: An optimal test for the calibration of predictive models
   2022/03/03 by Donghwan Lee, Xinmeng Huang, Lee, Donghwan +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Machine Learning and Algorithms
4. Demystifying Disagreement-on-the-Line in High Dimensions
   2023/01/31 by Donghwan Lee, Behrad Moniri, Lee, Donghwan +7 · 2 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
5. Target-Based Temporal Difference Learning
   2019/04/24 by Donghwan Lee, Lee, Donghwan, Niao He +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
6. SelfDeco: Self-Supervised Monocular Depth Completion in Challenging\n Indoor Environments
   2020/11/10 by Jaehoon Choi, Dongki Jung, Choi, Jaehoon +9 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Robotics (cs.RO)
7. DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes
   2021/08/12 by Dongki Jung, Jaehoon Choi, Jung, Dongki +11 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
8. TMO: Textured Mesh Acquisition of Objects with a Mobile Device by using Differentiable Rendering
   2023/03/27 by Jaehoon Choi, Choi, Jaehoon, Dongki Jung +11 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Finite-Time Analysis of Minimax Q-Learning for Two-Player Zero-Sum Markov Games: Switching System Approach
   2023/06/09 by Donghwan Lee, Lee, Donghwan · 1 citation
   Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control
10. Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach
    2024/03/11 by Narim Jeong, Donghwan Lee, Jeong, Narim +1 · 1 citation
    Computer Science · #Machine Learning and ELM
11. SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning
    2022/03/10 by Jaehoon Choi, Dongki Jung, Choi, Jaehoon +9 · 2 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Image Processing Techniques and Applications
12. Spectral Analysis of Heavy-Ball Q-value Iteration
    2026/07/28 by Donghwan Lee
    #math.OC #cs.SY #eess.SY