[CVPR 2026] Towards Real-Time Diffusion-Based Streaming Video Super-Resolution — An efficient one-step diffusion framework for streaming VSR with locality-constrained sparse attention and a tiny conditional decoder.

VRT: A Video Restoration Transformer (official repository)

[ICML 2024 & TPAMI 2026] EvTexture & EvTexture++: Event-Driven Texture Enhancement for Video Super-Resolution

Repo for SeedVR2 (ICLR2026) & SeedVR (CVPR2025 Highlight)

[ICLR2026] SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

[AAAI 2025] Event-Enhanced Blurry Video Super-Resolution

[ICCV2025 Highlight] DicFace: Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch with us. Our emails: [email protected]; [email protected]; [email protected]; [email protected]

[CVPR'22 Oral] TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution

[IJCAI'24] Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer

[ECCV'22] FTVSR: Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution

ABME AdaFNIO AMT BiM-VFI BiT CBBD CDFI CtxSyn DBVI DC-BVFI DQBC DRVI DvP EAFI EBME EDC EDEN EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR GIMM-VFI HFD HiFI H-VFI IFRNet InterpAny-Clearer IQ-VFI JNMR LADDER M2M MA-GCSPA MoMo PerVFI RIFE RN-VFI SepConv SoftSplat SSR ST-MFNet Swin-VFI TDPNet TLB-VFI TTVFI UGFI UPR-Net VFIformer VFIFT VFIMamba VFIT VRT XVFI

[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

An end-to-end video restoration project with open-source pretrained deep learning models

[ICCV 2023] Snow Removal in Video: A New Dataset and A Novel Method