Xinge Yang
CS MS/PhD Student, KAUST Visual Computing Center
King Abdullah University of Science and Technology, Bldg. 1, 2204-WS01, Thuwal, 23955-6900, Saudi Arabia.
xinge.yang@kaust.edu.sa
Degrees History:
- Ph.D., Computer Science, King Abdullah University of Science and Technology (2022 - now)
- M.Sc., Computer Science, King Abdullah University of Science and Technology (2020 - 2022)
- B.Sc., Physics (major) and Computer Science (minor), University of Science and Technology of China (2016 - 2020)
Research Interests: DeepLens, Differentiable ray tracing, Differentiable optical design, Camera algorithms.
Additional details: Personal website, Zhihu, LinkedIn.
Recent Publications:
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X. Yang, M. Souza, K. Wang, P. Chakravarthula, Q. Fu, W. Heidrich:
End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model
SIGGRAPH Asia, 2024
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N. Mulun*, H. A. Jimenez Romero*, X. Yang, J. Klein, D. Michels, W. Heidrich:
End-to-end Optimization of Fluidic Lenses
SIGGRAPH Asia, 2024
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X. Yang, Q. Fu, W. Heidrich:
Curriculum Learning for ab initio Deep Learned Refractive Optics
Nature Communications, 2024
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X. Yang, Q. Fu, M. Elhoseiny, W. Heidrich:
Aberration-Aware Depth-from-Focus
ICCP & IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
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X. Yang, Q. Fu, W. Heidrich:
Automatic Lens Design based on Differentiable Ray-tracing
OSA Imaging and Applid Optics Congress - Computational Optical Sensing and Imaging, 2022
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