Sowon KIM's Projects
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Implementing one of difference-keying algorithms
we proposed a light-weigt but efficient blanced attention mechanism for SISR task.
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
syki66 blog
DSC project
PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).
blog
Data structures in C
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Implementing one of face recognition algorithms
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kaggle titanic solution
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PyTorch code for our paper "Image super-resolution using multi-scale non-local attention" (Journal of Electronic Imaging).
Multi-Scale Non-Local Attention Network Demo Page
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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π A static blog using notion database
https://www.youtube.com/watch?v=AAPZLK41rek