[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)

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

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

Open-source, local-first video editor where creators and AI agents edit the same real timeline.

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

[ECCV 2026] SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation

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

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

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

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

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

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: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com

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

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

[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

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

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

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