Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386907069> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4386907069 abstract "In this paper, we propose an Instant Photorealistic Style Transfer (IPST) approach, designed to achieve instant photorealistic style transfer on super-resolution inputs without the need for pre-training on pair-wise datasets or imposing extra constraints. Our method utilizes a lightweight StyleNet to enable style transfer from a style image to a content image while preserving non-color information. To further enhance the style transfer process, we introduce an instance-adaptive optimization to prioritize the photorealism of outputs and accelerate the convergence of the style network, leading to a rapid training completion within seconds. Moreover, IPST is well-suited for multi-frame style transfer tasks, as it retains temporal and multi-view consistency of the multi-frame inputs such as video and Neural Radiance Field (NeRF). Experimental results demonstrate that IPST requires less GPU memory usage, offers faster multi-frame transfer speed, and generates photorealistic outputs, making it a promising solution for various photorealistic transfer applications." @default.
- W4386907069 created "2023-09-21" @default.
- W4386907069 creator A5002250184 @default.
- W4386907069 creator A5031035100 @default.
- W4386907069 creator A5048868854 @default.
- W4386907069 creator A5066604966 @default.
- W4386907069 creator A5076740610 @default.
- W4386907069 date "2023-09-18" @default.
- W4386907069 modified "2023-09-27" @default.
- W4386907069 title "Instant Photorealistic Style Transfer: A Lightweight and Adaptive Approach" @default.
- W4386907069 doi "https://doi.org/10.48550/arxiv.2309.10011" @default.
- W4386907069 hasPublicationYear "2023" @default.
- W4386907069 type Work @default.
- W4386907069 citedByCount "0" @default.
- W4386907069 crossrefType "posted-content" @default.
- W4386907069 hasAuthorship W4386907069A5002250184 @default.
- W4386907069 hasAuthorship W4386907069A5031035100 @default.
- W4386907069 hasAuthorship W4386907069A5048868854 @default.
- W4386907069 hasAuthorship W4386907069A5066604966 @default.
- W4386907069 hasAuthorship W4386907069A5076740610 @default.
- W4386907069 hasBestOaLocation W43869070691 @default.
- W4386907069 hasConcept C111919701 @default.
- W4386907069 hasConcept C120665830 @default.
- W4386907069 hasConcept C121332964 @default.
- W4386907069 hasConcept C121684516 @default.
- W4386907069 hasConcept C126042441 @default.
- W4386907069 hasConcept C154945302 @default.
- W4386907069 hasConcept C162324750 @default.
- W4386907069 hasConcept C166957645 @default.
- W4386907069 hasConcept C173608175 @default.
- W4386907069 hasConcept C23690007 @default.
- W4386907069 hasConcept C2776175482 @default.
- W4386907069 hasConcept C2776436953 @default.
- W4386907069 hasConcept C2776445246 @default.
- W4386907069 hasConcept C2777303404 @default.
- W4386907069 hasConcept C31972630 @default.
- W4386907069 hasConcept C41008148 @default.
- W4386907069 hasConcept C50522688 @default.
- W4386907069 hasConcept C50644808 @default.
- W4386907069 hasConcept C76155785 @default.
- W4386907069 hasConcept C95457728 @default.
- W4386907069 hasConcept C98045186 @default.
- W4386907069 hasConceptScore W4386907069C111919701 @default.
- W4386907069 hasConceptScore W4386907069C120665830 @default.
- W4386907069 hasConceptScore W4386907069C121332964 @default.
- W4386907069 hasConceptScore W4386907069C121684516 @default.
- W4386907069 hasConceptScore W4386907069C126042441 @default.
- W4386907069 hasConceptScore W4386907069C154945302 @default.
- W4386907069 hasConceptScore W4386907069C162324750 @default.
- W4386907069 hasConceptScore W4386907069C166957645 @default.
- W4386907069 hasConceptScore W4386907069C173608175 @default.
- W4386907069 hasConceptScore W4386907069C23690007 @default.
- W4386907069 hasConceptScore W4386907069C2776175482 @default.
- W4386907069 hasConceptScore W4386907069C2776436953 @default.
- W4386907069 hasConceptScore W4386907069C2776445246 @default.
- W4386907069 hasConceptScore W4386907069C2777303404 @default.
- W4386907069 hasConceptScore W4386907069C31972630 @default.
- W4386907069 hasConceptScore W4386907069C41008148 @default.
- W4386907069 hasConceptScore W4386907069C50522688 @default.
- W4386907069 hasConceptScore W4386907069C50644808 @default.
- W4386907069 hasConceptScore W4386907069C76155785 @default.
- W4386907069 hasConceptScore W4386907069C95457728 @default.
- W4386907069 hasConceptScore W4386907069C98045186 @default.
- W4386907069 hasLocation W43869070691 @default.
- W4386907069 hasOpenAccess W4386907069 @default.
- W4386907069 hasPrimaryLocation W43869070691 @default.
- W4386907069 hasRelatedWork W1891287906 @default.
- W4386907069 hasRelatedWork W1967456564 @default.
- W4386907069 hasRelatedWork W1969923398 @default.
- W4386907069 hasRelatedWork W2036807459 @default.
- W4386907069 hasRelatedWork W2080322084 @default.
- W4386907069 hasRelatedWork W2166024367 @default.
- W4386907069 hasRelatedWork W2755342338 @default.
- W4386907069 hasRelatedWork W2772917594 @default.
- W4386907069 hasRelatedWork W2775347418 @default.
- W4386907069 hasRelatedWork W4312095940 @default.
- W4386907069 isParatext "false" @default.
- W4386907069 isRetracted "false" @default.
- W4386907069 workType "article" @default.