Dec 14, 2022 · We propose a Hidden State Attention (HSA) module to mitigate artifacts in real-world video super-resolution.
Based on the observations, we propose a Hidden State Atten- tion (HSA) module to mitigate artifacts in real-world video super-resolution. Specifically, we first ...
Codes for "Mitigating Artifacts in Real-World Video Super-Resolution Models" - TencentARC/FastRealVSR.
Feb 7, 2023 · Based on the observations, we propose a Hidden State Attention (HSA) module to mitigate artifacts in real-world video super-resolution.
Based on the observations, we propose a Hidden State Attention (HSA) module to mitigate artifacts in real-world video super-resolution. Specifically, we first ...
Mitigating Artifacts in Real-World Video Super-Resolution Models. The recurrent structure is a prevalent framework for the task of video super-resolution, which ...
After detecting the artifact regions, we develop a finetune procedure to improve GAN-based SR models with a few samples, so that they can deal with similar ...
In this paper, we rethink the role of alignment in VSR Transformers and make several counter-intuitive observations. Ranked #6 on Video Super-Resolution on Vid4 ...
[PDF] Investigating Attention for Real-World Video Super-Resolution
www.ecva.net › eccv_2024 › papers
RealViformer performs channel attention between the current frame fea- ture and the propagated hidden state to limit model-produced artifacts. The model then ...
Nov 3, 2024 · This paper investigates the influence of artifacts on commonly used covariance-based attention mechanisms in VSR. Comparing the widely-used ...