| ESPCN | sub-pixel convolution | CVPR | 2016 |
| VSRNet | CNN structure | CVPR | 2016 |
| VESPCN | spatio-temporal sub-pixel convolution | CVPR | 2017 |
| SPMC | sub-pixel motion compensation | ICCV | 2017 |
| LTD | Learned Temporal Dynamics | ICCV | 2017 |
| FRVSR | previously inferred HR estimate to super-resolve the subsequent frame | CVPR | 2018 |
| VSR-DUF | dynamic upsampling filters | CVPR | 2018 |
| RBPN | recurrent encoder-decoder module | CVPR | 2019 |
| FSTRN | 3D convolutions | CVPR | 2019 |
| PFNL | progressive fusion spatio temporal information | ICCV | 2019 |
| VSR_TGA | divide the input sequence into several groups | CVPR | 2020 |
| STARnet | increase spatial resolution and frames | CVPR | 2020 |
| TDAN-VSR | Temporally-Deformable Alignment Network | CVPR | 2020 |
| STVSR | onestage space-time video super-resolution | CVPR | 2020 |
| MuCAN | self-similarity of images across scales | ECCV | 2020 |
| RSDN | aggregate both current and previous structure and detail information | ECCV | 2020 |
| BasicVSR | succinct pipeline | CVPR | 2021 |
| TMNet | Temporal Modulation Network | CVPR | 2021 |
| STD | Space-Time Distillation | CVPR | 2021 |
| E-VSR | Event-based VSR framework | CVPR | 2021 |
| DSMC | Dual Subnet and Multi-stage Communicated Up-sampling | AAAI | 2021 |
| DBSR | blind VSR | ICCV | 2021 |
| GOVSR | exploit both LR frames and estimated hidden states from the past, present and future | ICCV | 2021 |
| COMISR | compression-informed model for super-resolving real-world compressed videos | ICCV | 2021 |
| RealVSR | a real-world video super-resolution | ICCV | 2021 |
| SRVC | Efficient Video Compression via Content-Adaptive Super-Resolution | ICCV | 2021 |
| MANA | Memory-Augmented Non-Local Attention | CVPR | 2022 |
| VideoINR | Implicit Neural Representation | CVPR | 2022 |
| CycMu-Net | Cycle-Projected Mutual Learning | CVPR | 2022 |
| BasicVSR++ | Enhanced Propagation and Alignment | CVPR | 2022 |
| MRVSR | Stable Long-Term Recurrent Video Super-Resolution | CVPR | 2022 |
| ETDM | Explicit Temporal Difference Modeling | CVPR | 2022 |
| CAVSR | Compression-Aware | CVPR | 2023 |
| STDO | Spatial-Temporal Data Overfitting | CVPR | 2023 |
| SSL | structure sparsity | CVPR | 2023 |