Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385544188> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4385544188 abstract "Deep unrolled models have recently shown state-of-the-art performance for reconstruction of dynamic MR images. However, training these networks via backpropagation is limited by intensive memory and compute requirements to calculate gradients and store intermediate activations per layer. Motivated by these challenges, we propose an alternative training method by greedily relaxing the training objective. Our approach splits the end-to-end network into decoupled network modules, and optimizes each module separately, avoiding the need to compute end-to-end gradients. We demonstrate that our method outperforms end-to-end backpropagation by 3.3 dB in PSNR and 0.025 in SSIM with the same memory footprint." @default.
- W4385544188 created "2023-08-04" @default.
- W4385544188 creator A5001436196 @default.
- W4385544188 creator A5008348052 @default.
- W4385544188 creator A5030024620 @default.
- W4385544188 creator A5040173784 @default.
- W4385544188 creator A5060755739 @default.
- W4385544188 creator A5062564649 @default.
- W4385544188 creator A5064285808 @default.
- W4385544188 creator A5070743328 @default.
- W4385544188 creator A5072391499 @default.
- W4385544188 date "2023-08-03" @default.
- W4385544188 modified "2023-09-27" @default.
- W4385544188 title "Parallel Greedy Learning for Accelerating Cardiac Cine MRI" @default.
- W4385544188 doi "https://doi.org/10.58530/2022/0845" @default.
- W4385544188 hasPublicationYear "2023" @default.
- W4385544188 type Work @default.
- W4385544188 citedByCount "0" @default.
- W4385544188 crossrefType "proceedings-article" @default.
- W4385544188 hasAuthorship W4385544188A5001436196 @default.
- W4385544188 hasAuthorship W4385544188A5008348052 @default.
- W4385544188 hasAuthorship W4385544188A5030024620 @default.
- W4385544188 hasAuthorship W4385544188A5040173784 @default.
- W4385544188 hasAuthorship W4385544188A5060755739 @default.
- W4385544188 hasAuthorship W4385544188A5062564649 @default.
- W4385544188 hasAuthorship W4385544188A5064285808 @default.
- W4385544188 hasAuthorship W4385544188A5070743328 @default.
- W4385544188 hasAuthorship W4385544188A5072391499 @default.
- W4385544188 hasConcept C108583219 @default.
- W4385544188 hasConcept C111919701 @default.
- W4385544188 hasConcept C11413529 @default.
- W4385544188 hasConcept C121332964 @default.
- W4385544188 hasConcept C132943942 @default.
- W4385544188 hasConcept C151730666 @default.
- W4385544188 hasConcept C153180895 @default.
- W4385544188 hasConcept C153294291 @default.
- W4385544188 hasConcept C154945302 @default.
- W4385544188 hasConcept C155032097 @default.
- W4385544188 hasConcept C2777211547 @default.
- W4385544188 hasConcept C41008148 @default.
- W4385544188 hasConcept C50644808 @default.
- W4385544188 hasConcept C51823790 @default.
- W4385544188 hasConcept C74296488 @default.
- W4385544188 hasConcept C74912251 @default.
- W4385544188 hasConcept C86803240 @default.
- W4385544188 hasConceptScore W4385544188C108583219 @default.
- W4385544188 hasConceptScore W4385544188C111919701 @default.
- W4385544188 hasConceptScore W4385544188C11413529 @default.
- W4385544188 hasConceptScore W4385544188C121332964 @default.
- W4385544188 hasConceptScore W4385544188C132943942 @default.
- W4385544188 hasConceptScore W4385544188C151730666 @default.
- W4385544188 hasConceptScore W4385544188C153180895 @default.
- W4385544188 hasConceptScore W4385544188C153294291 @default.
- W4385544188 hasConceptScore W4385544188C154945302 @default.
- W4385544188 hasConceptScore W4385544188C155032097 @default.
- W4385544188 hasConceptScore W4385544188C2777211547 @default.
- W4385544188 hasConceptScore W4385544188C41008148 @default.
- W4385544188 hasConceptScore W4385544188C50644808 @default.
- W4385544188 hasConceptScore W4385544188C51823790 @default.
- W4385544188 hasConceptScore W4385544188C74296488 @default.
- W4385544188 hasConceptScore W4385544188C74912251 @default.
- W4385544188 hasConceptScore W4385544188C86803240 @default.
- W4385544188 hasLocation W43855441881 @default.
- W4385544188 hasOpenAccess W4385544188 @default.
- W4385544188 hasPrimaryLocation W43855441881 @default.
- W4385544188 hasRelatedWork W2480330148 @default.
- W4385544188 hasRelatedWork W2738221750 @default.
- W4385544188 hasRelatedWork W2972287445 @default.
- W4385544188 hasRelatedWork W3118853547 @default.
- W4385544188 hasRelatedWork W3137434606 @default.
- W4385544188 hasRelatedWork W3156786002 @default.
- W4385544188 hasRelatedWork W3158487625 @default.
- W4385544188 hasRelatedWork W3163985612 @default.
- W4385544188 hasRelatedWork W4210678178 @default.
- W4385544188 hasRelatedWork W4385544188 @default.
- W4385544188 isParatext "false" @default.
- W4385544188 isRetracted "false" @default.
- W4385544188 workType "article" @default.