AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Consistent Arbitrary-Scale Video Super-Resolution
Diffusion models have significantly advanced video super-resolution (VSR) but remain largely constrained to fixed upsampling scales. Conversely, while coordinate-based arbitrary-scale VSR methods offer scale flexibility, they inherently suffer from severe over-smoothing at large scaling factors. Integrating generative priors with continuous decoding is promising but currently hindered by severe temporal flickering caused by the stochasticity of diffusion sampling. To address this, we propose AVSR-Diff (Arbitrary-scale Video Super-Resolution with Diffusion), a novel decoupled framework that sep
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- LinkedLinked via unknownImplementing super resolution by deploying SeedVR2 on Amazon SageMaker AI →
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-xl-base-1.0 →
“Fuzzy title match (0.73): “AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Co” ≈ “stabilityai/stable-diffusion-xl-base-1.0””
- FuzzySimilar title/name (fuzzy) · 59%CompVis/stable-diffusion-v1-4 →
“Fuzzy title match (0.73): “AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Co” ≈ “CompVis/stable-diffusion-v1-4””
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-3.5-large →
“Fuzzy title match (0.73): “AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Co” ≈ “stabilityai/stable-diffusion-3.5-large””
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-video-diffusion-img2vid-xt →
“Fuzzy title match (0.73): “AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Co” ≈ “stabilityai/stable-video-diffusion-img2vid-xt””
- LinkedLinked via arxiv author · 85%Geunhyuk Youk →
“AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Consistent Arbitrary-Scale Video Super-Resolution”
- LinkedLinked via arxiv author · 85%Jeonghyeok Do →
“AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Consistent Arbitrary-Scale Video Super-Resolution”
- LinkedLinked via arxiv author · 85%Dayeon Kim →
“AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Consistent Arbitrary-Scale Video Super-Resolution”