Search Results for author: Junli Cao

Found 5 papers, 1 papers with code

Real-Time Neural Light Field on Mobile Devices

1 code implementation CVPR 2023 Junli Cao, Huan Wang, Pavlo Chemerys, Vladislav Shakhrai, Ju Hu, Yun Fu, Denys Makoviichuk, Sergey Tulyakov, Jian Ren

Nevertheless, to reach a similar rendering quality as NeRF, the network in NeLF is designed with intensive computation, which is not mobile-friendly.

Neural Rendering Novel View Synthesis

Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma

no code implementations22 Nov 2020 Junli Cao, B. S., Junyan Wu, M. S., Jing W. Zhang, Jay J. Ye, Ph. D., Limin Yu, M. D., M. S

Results: The model uses an image as input and produces a 2-dimensional black and white output of prediction of the same dimension; the areas determined to be basal cell carcinoma were displayed with white color, in a black background.

Semantic Segmentation

Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data

no code implementations25 Jan 2019 Nima Tajbakhsh, Yufei Hu, Junli Cao, Xingjian Yan, Yi Xiao, Yong Lu, Jianming Liang, Demetri Terzopoulos, Xiaowei Ding

We investigate the effectiveness of a simple solution to the common problem of deep learning in medical image analysis with limited quantities of labeled training data.

Colorization Transfer Learning

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