Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381573367> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4381573367 abstract "The field of generative models has recently witnessed significant progress, with diffusion models showing remarkable performance in image generation. In light of this success, there is a growing interest in exploring the application of diffusion models to other modalities. One such challenge is the generation of coherent videos of complex scenes, which poses several technical difficulties, such as capturing temporal dependencies and generating long, high-resolution videos. This paper proposes GD-VDM, a novel diffusion model for video generation, demonstrating promising results. GD-VDM is based on a two-phase generation process involving generating depth videos followed by a novel diffusion Vid2Vid model that generates a coherent real-world video. We evaluated GD-VDM on the Cityscapes dataset and found that it generates more diverse and complex scenes compared to natural baselines, demonstrating the efficacy of our approach." @default.
- W4381573367 created "2023-06-22" @default.
- W4381573367 creator A5015308298 @default.
- W4381573367 creator A5053007211 @default.
- W4381573367 creator A5085272510 @default.
- W4381573367 creator A5092230840 @default.
- W4381573367 date "2023-06-19" @default.
- W4381573367 modified "2023-09-27" @default.
- W4381573367 title "GD-VDM: Generated Depth for better Diffusion-based Video Generation" @default.
- W4381573367 doi "https://doi.org/10.48550/arxiv.2306.11173" @default.
- W4381573367 hasPublicationYear "2023" @default.
- W4381573367 type Work @default.
- W4381573367 citedByCount "0" @default.
- W4381573367 crossrefType "posted-content" @default.
- W4381573367 hasAuthorship W4381573367A5015308298 @default.
- W4381573367 hasAuthorship W4381573367A5053007211 @default.
- W4381573367 hasAuthorship W4381573367A5085272510 @default.
- W4381573367 hasAuthorship W4381573367A5092230840 @default.
- W4381573367 hasBestOaLocation W43815733671 @default.
- W4381573367 hasConcept C121332964 @default.
- W4381573367 hasConcept C144024400 @default.
- W4381573367 hasConcept C154945302 @default.
- W4381573367 hasConcept C167966045 @default.
- W4381573367 hasConcept C199360897 @default.
- W4381573367 hasConcept C202444582 @default.
- W4381573367 hasConcept C2779903281 @default.
- W4381573367 hasConcept C3017618536 @default.
- W4381573367 hasConcept C31972630 @default.
- W4381573367 hasConcept C33923547 @default.
- W4381573367 hasConcept C36289849 @default.
- W4381573367 hasConcept C39890363 @default.
- W4381573367 hasConcept C41008148 @default.
- W4381573367 hasConcept C56739046 @default.
- W4381573367 hasConcept C68710425 @default.
- W4381573367 hasConcept C69357855 @default.
- W4381573367 hasConcept C9652623 @default.
- W4381573367 hasConcept C97355855 @default.
- W4381573367 hasConcept C98045186 @default.
- W4381573367 hasConceptScore W4381573367C121332964 @default.
- W4381573367 hasConceptScore W4381573367C144024400 @default.
- W4381573367 hasConceptScore W4381573367C154945302 @default.
- W4381573367 hasConceptScore W4381573367C167966045 @default.
- W4381573367 hasConceptScore W4381573367C199360897 @default.
- W4381573367 hasConceptScore W4381573367C202444582 @default.
- W4381573367 hasConceptScore W4381573367C2779903281 @default.
- W4381573367 hasConceptScore W4381573367C3017618536 @default.
- W4381573367 hasConceptScore W4381573367C31972630 @default.
- W4381573367 hasConceptScore W4381573367C33923547 @default.
- W4381573367 hasConceptScore W4381573367C36289849 @default.
- W4381573367 hasConceptScore W4381573367C39890363 @default.
- W4381573367 hasConceptScore W4381573367C41008148 @default.
- W4381573367 hasConceptScore W4381573367C56739046 @default.
- W4381573367 hasConceptScore W4381573367C68710425 @default.
- W4381573367 hasConceptScore W4381573367C69357855 @default.
- W4381573367 hasConceptScore W4381573367C9652623 @default.
- W4381573367 hasConceptScore W4381573367C97355855 @default.
- W4381573367 hasConceptScore W4381573367C98045186 @default.
- W4381573367 hasLocation W43815733671 @default.
- W4381573367 hasOpenAccess W4381573367 @default.
- W4381573367 hasPrimaryLocation W43815733671 @default.
- W4381573367 hasRelatedWork W1567798832 @default.
- W4381573367 hasRelatedWork W2808359495 @default.
- W4381573367 hasRelatedWork W2970873268 @default.
- W4381573367 hasRelatedWork W2987472543 @default.
- W4381573367 hasRelatedWork W3039348175 @default.
- W4381573367 hasRelatedWork W3130418914 @default.
- W4381573367 hasRelatedWork W3136640957 @default.
- W4381573367 hasRelatedWork W4323557201 @default.
- W4381573367 hasRelatedWork W4378499122 @default.
- W4381573367 hasRelatedWork W2971052914 @default.
- W4381573367 isParatext "false" @default.
- W4381573367 isRetracted "false" @default.
- W4381573367 workType "article" @default.