Dr. Feng Yang Profile

Dr. Feng Yang

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Publications (3)

Proceedings Article | 13 March 2024 Presentation

Local loss function based single pass training of optical neural networks

Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulas Dinc, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis

Proceedings Volume PC12903, PC129030L (2024) https://doi.org/10.1117/12.3001573

KEYWORDS: Education and training, Neural networks, Detection and tracking algorithms, Computer hardware, Optical fibers, Nonlinear optics, Error analysis, Computing systems, Complex systems, Channel projecting optics

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Proceedings Article | 4 October 2023 Presentation + Paper

Switchable CNNs for in-loop restoration and super-resolution for AV2

Urvang Joshi, Yue Chen, Innfarn Yoo, Shan Li, Feng Yang, Debargha Mukherjee

Proceedings Volume 12674, 126740I (2023) https://doi.org/10.1117/12.2681954

KEYWORDS: Super resolution, Video, Video coding, Image compression, Network architectures, Video compression

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Proceedings Article | 21 August 2020 Presentation + Paper

Video transcoding optimization based on input perceptual quality

Yilin Wang, Hossein Talebi, Feng Yang, Joong Gon Yim, Neil Birkbeck, Balu Adsumilli, Peyman Milanfar

Proceedings Volume 11510, 1151015 (2020) https://doi.org/10.1117/12.2569332

KEYWORDS: Video, Video compression, RGB color model, Data modeling, Machine learning, Image quality

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