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VRT: A Video Restoration Transformer (official repository)
[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.
[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: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com
[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
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