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cs.CV2024
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
Qi Tang, Yao Zhao, Meiqin Liu +1
Diffusion-based Video Super-Resolution (VSR) is renowned for generating perceptually realistic videos, yet it grapples with maintaining detail consistency across frames due to stoc…
eess.IV2024
IVC: A Unified Framework for Intra- & Inter-frame Video Compression
Meiqin Liu, Chenming Xu, Yukai Gu +2
Video compression aims to reconstruct seamless frames by encoding the motion and residual information from existing frames. Previous neural video compression methods necessitate di…
cs.CV2024
Semantic Lens: Instance-Centric Semantic Alignment for Video Super-Resolution
Qi Tang, Yao Zhao, Meiqin Liu +2
As a critical clue of video super-resolution (VSR), inter-frame alignment significantly impacts overall performance. However, accurate pixel-level alignment is a challenging task d…