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Haikun Zhang's Projects

arbsr icon arbsr

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, etc. Also support StyleGAN2, DFDNet.

emvd icon emvd

Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion. CVPR_2021.

gradient_descent_viz icon gradient_descent_viz

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

ignn icon ignn

Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution"

kernel-prediction-networks-pytorch icon kernel-prediction-networks-pytorch

Reimplement of 'Burst Denoising with Kernel Prediction Networks' and 'Multi-Kernel Prediction Networks for Denoising of Image Burst' by using PyTorch

superpixel-brain-segmentation icon superpixel-brain-segmentation

Work related to research done over Summer 2014. Uses the SLIC superpixel algorithm to segment ADNI MRI images, and attempt to learn features based off that segmentation.

zssr icon zssr

"Zero-Shot" Super-Resolution using Deep Internal Learning

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