Paper and Code

Blind/Real-world video super-resolution

Year	Pub	Title	Links	Arch	Abbreviation
2021	ICCV	Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme	[paper][code]	CNN	RealVSR
2022	CVPR	Investigating Tradeoffs in Real-World Video Super-Resolution	[paper][code]	CNN	RealBasicVSR
2023	AAAI	Mitigating Artifacts in Real-World Video Super-Resolution Models	[paper][code]	CNN	FastRealVSR
2023	CVPRW	Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution	[paper][code]	CNN	EAVSR
2024	AAAI	NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution	[paper][code]	CNN	NegVSR
2024	ECCV	RealViformer: Investigating Attention for Real-World Video Super-Resolution	[paper][code]	Transformer	RealViformer
2024	arXiv	VEnhancer: Generative Space-Time Enhancement for Video Generation	[paper][code]	Diffusion	VEnhancer
2024	CVPR	Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution	[paper][code]	Diffusion	UAV
2024	arXiv	STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution	[paper][code]	Diffusion	STAR
2024	ECCV	Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution	[paper][code]	Diffusion	MGLD-VSR
2025	CVPR	VideoGigaGAN: Towards Detail-rich Video Super-Resolution	[paper][code]	GAN	VideoGigaGAN
2025	arXiv	Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations	[paper][code]	Diffusion	DiffVSR
2025	CVPR	Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration	[paper][code]	Diffusion	SeedVR