| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 | 5 |
| VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution | Jun 9, 2022 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 2 | 5 |
| STDAN: Deformable Attention Network for Space-Time Video Super-Resolution | Mar 14, 2022 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Efficient Space-time Video Super Resolution using Low-Resolution Flow and Mask Upsampling | Apr 12, 2021 | Space-time Video Super-resolution | CodeCode Available | 1 | 5 |
| Enhancing Space-time Video Super-resolution via Spatial-temporal Feature Interaction | Jul 18, 2022 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| EvEnhancer: Empowering Effectiveness, Efficiency and Generalizability for Continuous Space-Time Video Super-Resolution with Events | May 7, 2025 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution | Feb 26, 2020 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution | Apr 15, 2021 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Towards Interpretable Video Super-Resolution via Alternating Optimization | Jul 21, 2022 | DeblurringSpace-time Video Super-resolution | CodeCode Available | 1 | 5 |
| MoTIF: Learning Motion Trajectories with Local Implicit Neural Functions for Continuous Space-Time Video Super-Resolution | Jul 16, 2023 | Motion InterpolationSpace-time Video Super-resolution | CodeCode Available | 1 | 5 |
| RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution | Mar 27, 2022 | DecoderSpace-time Video Super-resolution | CodeCode Available | 1 | 5 |
| Temporal Modulation Network for Controllable Space-Time Video Super-Resolution | Apr 21, 2021 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution | Oct 26, 2023 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| 3DAttGAN: A 3D Attention-based Generative Adversarial Network for Joint Space-Time Video Super-Resolution | Jul 24, 2024 | Generative Adversarial NetworkSpace-time Video Super-resolution | CodeCode Available | 0 | 5 |
| FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-scale Temporal Loss | Dec 16, 2019 | 2k4k | CodeCode Available | 0 | 5 |
| HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera | May 22, 2024 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 0 | 5 |
| Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution | Jun 26, 2023 | AllSpace-time Video Super-resolution | CodeCode Available | 0 | 5 |
| Continuous Space-Time Video Super-Resolution Utilizing Long-Range Temporal Information | Feb 26, 2023 | Optical Flow EstimationSpace-time Video Super-resolution | —Unverified | 0 | 0 |
| Optical Flow Reusing for High-Efficiency Space-Time Video Super Resolution | Oct 13, 2021 | Optical Flow EstimationSpace-time Video Super-resolution | —Unverified | 0 | 0 |
| MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution | Oct 28, 2021 | Graph AttentionSpace-time Video Super-resolution | —Unverified | 0 | 0 |
| Learning for Unconstrained Space-Time Video Super-Resolution | Feb 25, 2021 | Optical Flow EstimationSpace-time Video Super-resolution | —Unverified | 0 | 0 |
| Global Spatial-Temporal Information-based Residual ConvLSTM for Video Space-Time Super-Resolution | Jul 11, 2024 | Space-time Video Super-resolutionSuper-Resolution | —Unverified | 0 | 0 |
| Cuboid-Net: A Multi-Branch Convolutional Neural Network for Joint Space-Time Video Super Resolution | Jul 24, 2024 | Space-time Video Super-resolutionSuper-Resolution | —Unverified | 0 | 0 |
| Space-Time Video Super-resolution with Neural Operator | Apr 9, 2024 | Motion CompensationMotion Estimation | —Unverified | 0 | 0 |
