| FISR |
AAAI 20 |
TensorFlow |
Video joint VFI-SR method,Multi-scale Temporal Loss |
| ADCSR |
arxiv |
|
|
| SCN |
AAAI 20 |
|
Scale-wise Convolution |
| LSRGAN |
arxiv |
|
Latent Space Regularization for srgan |
| Zooming Slow-Mo |
CVPR 20 |
PyTorch |
joint VFI and SR，one-stage， deformable ConvLSTM |
| MZSR |
CVPR 20 |
|
Meta-Transfer Learning, Zero-Shot |
| VESR-Net |
arxiv |
|
Youku Video Enhancement and Super-Resolution Challenge Champion |
| blindvsr |
arxiv |
PyTorch |
Motion blur estimation |
| HNAS-SR |
arxiv |
PyTorch |
Hierarchical Neural Architecture Search, Lightweight |
| DRN |
CVPR 20 |
PyTorch |
Dual Regression, SISR STOA |
| SFM |
arxiv |
PyTorch |
Stochastic Frequency Masking, Improve method |
| EventSR |
CVPR 20 |
|
split three phases |
| USRNet |
CVPR 20 |
PyTorch |
|
| PULSE |
CVPR 20 |
PyTorch |
Self-Supervised |
| SPSR |
CVPR 20 |
Code |
Gradient Guidance, GAN |
| DASR |
arxiv |
Code |
Real-World Image Super-Resolution, Unsupervised SuperResolution, Domain Adaptation. |
| STVUN |
arxiv |
PyTorch |
Video Super-Resolution, Video Frame Interpolation, Joint space-time upsampling |
| AdaDSR |
arxiv |
PyTorch |
Adaptive Inference |
| Scale-Arbitrary SR |
arxiv |
Code |
Scale-Arbitrary Super-Resolution, Knowledge Transfer |
| DeepSEE |
arxiv |
Code |
Extreme super-resolution,32× magnification |
| CutBlur |
CVPR 20 |
PyTorch |
SR Data Augmentation |
| UDVD |
CVPR 20 |
|
Unified Dynamic Convolutional，SISR and denoise |
| DIN |
arxiv |
Code |
asymmetric co-attention, deep interleaved network |
| PANet |
arxiv |
PyTorch |
Pyramid Attention |
| SRResCGAN |
arxiv |
PyTorch |
|
| ISRN |
arxiv |
|
iterative optimization, feature normalization. |
| RFB-ESRGAN |
CVPR 20 |
|
NTIRE 2020 Perceptual Extreme Super-Resolution Challenge winner |
| PHYSICS_SR |
AAAI 20 |
PyTorch |
|
| CSNLN |
CVPR 20 |
PyTorch |
Cross-Scale Non-Local Attention,Exhaustive Self-Exemplars Mining, Similar to PANet |
| TTSR |
CVPR 20 |
PyTorch |
Texture Transformer |
| NSR |
arxiv |
PyTorch |
Neural Sparse Representation |
| RFANet |
CVPR 20 |
PyTorch |
state-of-the-art SISR |
| Correction filter |
CVPR 20 |
PyTorch |
Enhance SISR model generalization |
| Unpaired SR |
CVPR 20 |
|
Unpaired Image Super-Resolution |
| STARnet |
CVPR 20 |
PyTorch |
Space-Time-Aware multi-Resolution |
| SSSR |
CVPR 20 |
code |
SISR for Semantic Segmentation and Human pose estimation |
| VSR_TGA |
CVPR 20 |
code |
Temporal Group Attention, Fast Spatial Alignment |
| SSEN |
CVPR 20 |
|
Similarity-Aware Deformable Convolution |
| LF-InterNet |
ECCV 20 |
PyTorch |
Spatial-Angular Interaction, Light Field Image SR |
| Invertible-Image-Rescaling |
ECCV 20 |
Code |
ECCV oral |
| IGNN |
arxiv |
Code |
GNN, SISR |
| MIRNet |
ECCV 20 |
PyTorch |
multi-scale residual block |
| SFM |
ECCV 20 |
PyTorch |
stochastic frequency mask |
| TCSVT-LightWeight |
TCSVT |
TensorFlow |
LightWeight modules |
| PISR |
ECCV 20 |
PyTorch |
FSRCNN,distillation framework, HR privileged information |
| MuCAN |
ECCV 20 |
|
VideoSR, Temporal Multi-Correspondence Aggregation |
| DGP |
ECCV 20 |
PyTorch |
ECCV oral, GAN, Image Restoration and Manipulation, |
| RSDN |
ECCV 20 |
Code |
VideoSR, Recurrent Neural Network, TwoStream Block |
| CDC |
ECCV 20 |
PyTorch |
Diverse Real-world SR dataset, Component Divide-and-Conquer model, GradientWeighted loss |
| MS3-Conv |
arxiv |
|
Multi-Scale cross-Scale Share-weights convolution |
| OverNet |
arxiv |
|
Lightweight, Overscaling Module, multi-scale loss, Arbitrary Scale Factors |
| RRN |
BMVC20 |
code |
VideoSR, Recurrent Residual Network, temporal modeling method |
| NAS-DIP |
ECCV 20 |
PyTorch |
NAS |
| SRFlow |
ECCV 20 |
code |
Spotlight, Normalizing Flow |
| LatticeNet |
ECCV 20 |
|
Lattice Block, LatticeNet, Lightweight, Attention |
| BSRN |
ECCV 20 |
|
Model Quantization, Binary Neural Network, Bit-Accumulation Mechanism |
| VarSR |
ECCV 20 |
|
Variational Super-Resolution, very low resolution |
| HAN |
ECCV 20 |
PyTorch |
SISR, holistic attention network, channel-spatial attention module |
| DeepTemporalSR |
ECCV 20 |
|
Temporal Super-Resolution |
| DGDML-SR |
ECCV 20 |
|
Zero-Shot, Depth Guided Internal Degradation Learning |
| MLSR |
ECCV 20 |
TensorFlow |
Meta-learning, Patch recurrence |
| PlugNet |
ECCV 20 |
PyTorch |
Scene Text Recognition, Feature Squeeze Module |
| TextZoom |
ECCV 20 |
code |
Scene Text Recognition |
| TPSR |
ECCV 20 |
|
NAS,Tiny Perceptual SR |
| CUCaNet |
ECCV 20 |
PyTorch |
Coupled unmixing, cross-attention,hyperspectral super-resolution, multispectral, unsupervised |
| MAFFSRN |
ECCVW 20 |
Code |
Multi-Attentive Feature Fusion, Ultra Lightweight |
| SRResCycGAN |
ECCVW 20 |
PyTorch |
RealSR, CycGAN |
| A-CubeNet |
arxiv |
|
SISR, lightweight |
| MoG-DUN |
arxiv |
|
SISR |
| Understanding Deformable Alignment |
arxiv |
|
VideoSR, EDVR, offset-fidelity loss |
| RFDN |
arxiv |
PyTorch |
SISR, Lightweight, IMDN, AIM20 WINNER |
| Tarsier |
arxiv |
|
improve NESRGAN+,injected noise, Diagonal CMA optimize |
| DeFiAN |
arxiv |
PyTorch |
SISR, detail-fidelity attention, Hessian filtering |
| ASDN |
arxiv |
|
Arbitrary Scale SR |
| DAN |
NeurIPS 20 |
PyTorch |
Unfolding the Alternating Optimization |
| LAPAR |
NeurIPS 20 |
PyTorch |
lightweigt, Linearly-Assembled Pixel-Adaptive Regression Network |
| DKC |
ECCVW 20 |
|
Deformable Kernel Convolutional, VSR |
| FAN |
ECCVW 20 |
|
Frequency aggregation network, RealSR |
| PAN |
ECCVW 20 |
PyTorch |
Lightweight, Pixel Attention |
| SCHN |
arxiv |
|
Blind SR, Spatial Context Hallucination |
| A2F-SR |
ACCV 20 |
PyTorch |
Lightweight, Attentive Auxiliary Feature Learning |
| HRAN |
arxiv |
|
lightweight,SISR |
| FCA |
arxiv |
|
Frequency Consistent Adaptation, Real SR |
| DAQ |
arxiv |
|
Distribution-Aware Quantization |
| HiNAS |
arxiv |
|
NAS, layerwise architecture sharing strategy, a 1080Ti search, gradient based |