Awesome-restoration

Year	Publication	Title	Code	Citation
2019	ICLR	Residual non-local attention networks for image restoration	-	4
2019	arxiv	Path-Restore: Learning Network Path Selection for Image Restoration	-	1
2019	CVPR	Attention-based adaptive selection of operations for image restoration in the presence of unknown combined distortions	-	2
2018	NATURE	Image reconstruction by domain-transform manifold learning	-	183
2018	NIPS	Non-local recurrent network for image restoration	-	22
2018	NIPS	Neural Nearest Neighbors Networks	Pytorch	14
2018	CVPR	Deep Image Prior	PyTorch	201
2018	CVPR	Multi-level wavelet-CNN for image restoration	-	29
2018	CVPR	The perception-distortion tradeoff	-	56
2018	CVPR	Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning	Tensorflow	20
2018	CVPR	xUnit: Learning a Spatial Activation Function for Efficient Image Restoration	-
2018	CVPR	Multi-scale weighted nuclear norm image restoration	-	6
2018	ECCV	Learning warped guidance for blind face restoration	-	4
2018	ECCV	Learning Warped Guidance for Blind Face Restoration	-	4
2018	ICPR	Integrating local and non-local denoiser priors for image restoration	-	2
2018	arxiv	Residual dense network for image restoration	-	7
2018	arxiv	Deep Unfolding of a Proximal Interior Point Method for Image Restoration	-	2
2017	NIPS	Deep mean-shift priors for image restoration	Matlab	21
2017	CVPR	Learning deep CNN denoiser prior for image restoration	-	273
2017	CVPR	Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification	-	47
2017	CVPR	Formresnet: Formatted residual learning for image restoration	-	12
2017	ICCV	Memnet: A persistent memory network for image restoration	caffe	182
2017	ICCV	Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising	-	46
2017	TIP	Deep convolutional neural network for inverse problems in imaging	-	322
2017	IEEE SPM	Convolutional neural networks for inverse problems in imaging: A review	-	84
2017	arxiv	Image Restoration using Autoencoding Priors	-	14
2016	NIPS	Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections	-	347
2016	NIPS	Learned D-AMP: Principled Neural Network Based Compressive Image Recovery	-	46