Haikun Zhang's repositories
ArbSR
[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution
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
Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion. CVPR_2021.
gradient_descent_viz
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
haikunzhang95
Config files for my GitHub profile.
IGNN
Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution"
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
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
"Zero-Shot" Super-Resolution using Deep Internal Learning