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knxie's Projects

deepboosting icon deepboosting

Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence

edge-connect icon edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCVW 2019 https://arxiv.org/abs/1901.00212

esrgan icon esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

gan icon gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

graph-network-explainability icon graph-network-explainability

Explainability techniques for Graph Networks, applied to a synthetic dataset and an organic chemistry task. Code for the workshop paper "Explainability Techniques for Graph Convolutional Networks" (ICML19)

lmkkmeans icon lmkkmeans

Localized Multiple Kernel k-Means Clustering

mar icon mar

removing metal artifacts in CT images

mar-dcd icon mar-dcd

Code for the paper: Unsupervised CT Metal Artifact Reduction with Deep CNN Denoiser

mirnet icon mirnet

Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020)

mmd-gan icon mmd-gan

MMD-GAN: Towards Deeper Understanding of Moment Matching Network

mmsr icon mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

models icon models

Models and examples built with TensorFlow

pytorch_wavelets icon pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

rcan icon rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

rdn icon rdn

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

repvgg icon repvgg

RepVGG: Making VGG-style ConvNets Great Again

scikit-opt icon scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

spsr icon spsr

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020)

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