yhhdiscovery / awesome-super-resolution

Collect super-resolution related papers, data, repositories

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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

2024

More years papers, plase check Quick navigation

Title	Model	Published	Code	Keywords
Noise-free Optimization in Early Training Steps for Image Super-Resolution	ECO	AAAI24	code	SISR, train opt
Transforming Image Super-Resolution:A ConvFormer-based Efficient Approach	CFSR	arxiv	code
Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention	MIA-VSR	arxiv	code
Efficient Image Super-Resolution via Symmetric Visual Attention Network	SVAN	arxiv
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation	YONOS-SR	arxiv
See More Details: Efficient Image Super-Resolution by Experts Mining	SeemoRe	arxiv	code	Efficient SR
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution	SAM-DiffSR	arxiv	code
CAMixerSR: Only Details Need More “Attention”	CAMixerSR	CVPR24	code
SeD: Semantic-Aware Discriminator for Image Super-Resolution	SeD	CVPR24	code
Text-guided Explorable Image Super-resolution	-	CVPR24
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning	LWay	CVPR24	code
APISR: Anime Production Inspired Real-World Anime Super-Resolution	APISR	arxiv	code
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution	XPSR	arxiv	code
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary	ATD	CVPR24	code
Boosting Flow-based Generative Super-Resolution Models via Learned Prior	FlowSR-LP	CVPR24	code
Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder		CVPR24
CasSR: Activating Image Power for Real-World Image Super-Resolution	CasSR	arxiv
VmambaIR: Visual State Space Model for Image Restoration	VmambaIR	arxiv	code
Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution	DDIR	arxiv
Activating Wider Areas in Image Super-Resolution	MMA	arxiv
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution	SSR	arxiv
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation	AddSR	arxiv	code
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss	SR4IR	CVPR24	code
RefQSR: Reference-based Quantization for Image Super-Resolution Networks	RefQSR	TIP
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion	DeeDSR	arxiv	code
Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution	SATeCo	CVPR24
CFAT: Unleashing Triangular Windows for Image Super-resolution	CFAT	CVPR24	code
Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution	SARGD	arxiv	code
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion	DeeDSR	arxiv	code
Video Interpolation with Diffusion Models	VIDIM	CVPR 2024	web
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution	MiPKD	arxiv
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution	AdaBM	CVPR24	code
Collaborative Feedback Discriminative Propagation for Video Super-Resolution	CFDVSR	arxiv	code
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution	DiffMSR	CVPR24	code
LIPT: Latency-aware Image Processing Transformer	LIPT	arxiv
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution	MTKD	arxiv
OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model	OmniSSR	arxiv
Partial Large Kernel CNNs for Efficient Super-Resolution	PLKSR	arxiv	code
VideoGigaGAN: Towards Detail-rich Video Super-Resolution	VideoGigaGAN	arxiv	web
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution	DKP	CVPR24	code
Latent Modulated Function for Computational Optimal Continuous Image Representation	LMF	arxiv	code