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Awesome-Super-Resolution（in progress）

Collect some super-resolution related papers, data and repositories.

papers

DL based approach

Note this table is referenced from here

2021

More years papers, plase check Quick navigation

Model Published Code Keywords
TrilevelNAS arxiv - Trilevel Architecture Search Space
SplitSR arxiv - lightweight,on Mobile Devices
BurstSR arxiv - multi-frame sr, new BurstSR dataset
USTVSRNet arxiv - VSR, Unconstrained video super-resolution,general-ized pixelshuffle layer.
ClassSR cvpr21 code classification，lightweight
FADN arxiv - Efficient SR，DCT，Mask Predictor，dynamic resblocks，frequency mask loss
SESR arxiv - Super-Efficient SR, overparameterization
Adapted VSR arxiv - VSR, Self-Supervised Adaptationn
Generic Perceptual Loss cvpr21 - Random VGG w/o pretrianed, work at semantic segmentation, depthestimation and instance segmentation
U3D-RDN AAAI21 - VSR, Dual Subnet, Multi-stage Communicated Up-sampling
UltraSR arxiv - Implicit Image Function Based, Arbitrary-Scale

New NTIRE 2021 started! go here

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