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2020 – today
- 2022
[j1]Mohannad Elhamod
, Jie Bu, Christopher Singh, Matthew Redell, Abantika Ghosh, Viktor Podolskiy, Wei-Cheng Lee, Anuj Karpatne:
CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems. ACM Trans. Intell. Syst. Technol. 13(6): 92:1-92:23 (2022)- [i2]Sangeeta Srivastava, Samuel Olin, Viktor Podolskiy, Anuj Karpatne, Wei-Cheng Lee, Anish Arora:
Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's Equation. CoRR abs/2202.05994 (2022) - 2021
- [c7]Mohannad Elhamod, Jie Bu, Christopher Singh, Matthew Redell, Abantika Ghosh, Viktor Podolskiy, Wei-Cheng Lee, Anuj Karpatne:
Learning Physics-guided Neural Networks with Competing Physics Loss: A Summary of Results in Solving Eigenvalue Problems. AAAI Spring Symposium: MLPS 2021 - 2020
- [c6]Wei-Cheng Lee, Hsueh-Ming Hang:
A Hybrid Image Codec with Learned Residual Coding. CVPR Workshops 2020: 570-574 - [c5]Wei-Cheng Lee, Chih-Peng Chang, Wen-Hsiao Peng, Hsueh-Ming Hang:
A Hybrid Layered Image Compressor with Deep-Learning Technique. MMSP 2020: 1-6 - [i1]Jie Bu, Mohannad Elhamod, Christopher Singh, Matthew Redell, Wei-Cheng Lee, Anuj Karpatne:
Learning Neural Networks with Competing Physics Objectives: An Application in Quantum Mechanics. CoRR abs/2007.01420 (2020)
2010 – 2019
- 2019
- [c4]Wei-Cheng Lee, David Alexandre, Chih-Peng Chang, Wen-Hsiao Peng, Cheng-Yen Yang, Hsueh-Ming Hang:
Learned Image Compression with Residual Coding. CVPR Workshops 2019: 0 - 2018
- [c3]Ian En-Hsu Yen, Wei-Cheng Lee, Kai Zhong, Sung-En Chang, Pradeep Ravikumar, Shou-De Lin:
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization. NeurIPS 2018: 10891-10899 - 2017
- [c2]Ian En-Hsu Yen, Wei-Cheng Lee, Sung-En Chang, Arun Sai Suggala, Shou-De Lin, Pradeep Ravikumar:
Latent Feature Lasso. ICML 2017: 3949-3957 - 2010
- [c1]Kuo-Yang Tu, Wei-Cheng Lee:
Analysis and Study of Human Joint Torque and Motion Energy during Walking on Various Grounds. FIRA 2010: 73-81
Coauthor Index
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