DualX-VSR uses vertical-temporal and horizontal-temporal attention in a ViViT-style transformer to perform real-world video super-resolution without motion compensation.
Vivit: A video vi- sion transformer, 2021
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DualX-VSR: Dual Axial Spatial$\times$Temporal Transformer for Real-World Video Super-Resolution without Motion Compensation
DualX-VSR uses vertical-temporal and horizontal-temporal attention in a ViViT-style transformer to perform real-world video super-resolution without motion compensation.