FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945193464> ?p ?o ?g. }

• W2945193464 abstract "We present Ordinary Differential Equation Variational Auto-Encoder (ODE$^2$VAE), a latent second order ODE model for high-dimensional sequential data. Leveraging the advances in deep generative models, ODE$^2$VAE can simultaneously learn the embedding of high dimensional trajectories and infer arbitrarily complex continuous-time latent dynamics. Our model explicitly decomposes the latent space into momentum and position components and solves a second order ODE system, which is in contrast to recurrent neural network (RNN) based time series models and recently proposed black-box ODE techniques. In order to account for uncertainty, we propose probabilistic latent ODE dynamics parameterized by deep Bayesian neural networks. We demonstrate our approach on motion capture, image rotation and bouncing balls datasets. We achieve state-of-the-art performance in long term motion prediction and imputation tasks." @default.
• W2945193464 created "2019-05-29" @default.
• W2945193464 creator A5007032257 @default.
• W2945193464 creator A5028778712 @default.
• W2945193464 creator A5049442192 @default.
• W2945193464 date "2019-05-27" @default.
• W2945193464 modified "2023-09-25" @default.
• W2945193464 title "ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks" @default.
• W2945193464 cites W1516111018 @default.
• W2945193464 cites W1909320841 @default.
• W2945193464 cites W1994305157 @default.
• W2945193464 cites W2124609748 @default.
• W2945193464 cites W2132191455 @default.
• W2945193464 cites W2135341757 @default.
• W2945193464 cites W2175711684 @default.
• W2945193464 cites W2185758820 @default.
• W2945193464 cites W2396178844 @default.
• W2945193464 cites W2401640538 @default.
• W2945193464 cites W2402144811 @default.
• W2945193464 cites W2534928453 @default.
• W2945193464 cites W2622563070 @default.
• W2945193464 cites W2753738274 @default.
• W2945193464 cites W2767757834 @default.
• W2945193464 cites W2786540237 @default.
• W2945193464 cites W2788849864 @default.
• W2945193464 cites W2789776893 @default.
• W2945193464 cites W2793111190 @default.
• W2945193464 cites W2808697642 @default.
• W2945193464 cites W2895434480 @default.
• W2945193464 cites W2904849495 @default.
• W2945193464 cites W2951004968 @default.
• W2945193464 cites W2952453038 @default.
• W2945193464 cites W2963017149 @default.
• W2945193464 cites W2963279312 @default.
• W2945193464 cites W2963469134 @default.
• W2945193464 cites W2963520322 @default.
• W2945193464 cites W2963618559 @default.
• W2945193464 cites W2963657860 @default.
• W2945193464 cites W2963755523 @default.
• W2945193464 cites W2963790827 @default.
• W2945193464 cites W2964121744 @default.
• W2945193464 cites W299440670 @default.
• W2945193464 cites W592244745 @default.
• W2945193464 hasPublicationYear "2019" @default.
• W2945193464 type Work @default.
• W2945193464 sameAs 2945193464 @default.
• W2945193464 citedByCount "8" @default.
• W2945193464 countsByYear W29451934642019 @default.
• W2945193464 countsByYear W29451934642020 @default.
• W2945193464 countsByYear W29451934642021 @default.
• W2945193464 crossrefType "posted-content" @default.
• W2945193464 hasAuthorship W2945193464A5007032257 @default.
• W2945193464 hasAuthorship W2945193464A5028778712 @default.
• W2945193464 hasAuthorship W2945193464A5049442192 @default.
• W2945193464 hasConcept C107673813 @default.
• W2945193464 hasConcept C108583219 @default.
• W2945193464 hasConcept C11413529 @default.
• W2945193464 hasConcept C134306372 @default.
• W2945193464 hasConcept C147168706 @default.
• W2945193464 hasConcept C154945302 @default.
• W2945193464 hasConcept C167966045 @default.
• W2945193464 hasConcept C28826006 @default.
• W2945193464 hasConcept C33923547 @default.
• W2945193464 hasConcept C34862557 @default.
• W2945193464 hasConcept C39890363 @default.
• W2945193464 hasConcept C41008148 @default.
• W2945193464 hasConcept C50644808 @default.
• W2945193464 hasConcept C51544822 @default.
• W2945193464 hasConcept C78045399 @default.
• W2945193464 hasConceptScore W2945193464C107673813 @default.
• W2945193464 hasConceptScore W2945193464C108583219 @default.
• W2945193464 hasConceptScore W2945193464C11413529 @default.
• W2945193464 hasConceptScore W2945193464C134306372 @default.
• W2945193464 hasConceptScore W2945193464C147168706 @default.
• W2945193464 hasConceptScore W2945193464C154945302 @default.
• W2945193464 hasConceptScore W2945193464C167966045 @default.
• W2945193464 hasConceptScore W2945193464C28826006 @default.
• W2945193464 hasConceptScore W2945193464C33923547 @default.
• W2945193464 hasConceptScore W2945193464C34862557 @default.
• W2945193464 hasConceptScore W2945193464C39890363 @default.
• W2945193464 hasConceptScore W2945193464C41008148 @default.
• W2945193464 hasConceptScore W2945193464C50644808 @default.
• W2945193464 hasConceptScore W2945193464C51544822 @default.
• W2945193464 hasConceptScore W2945193464C78045399 @default.
• W2945193464 hasLocation W29451934641 @default.
• W2945193464 hasOpenAccess W2945193464 @default.
• W2945193464 hasPrimaryLocation W29451934641 @default.
• W2945193464 hasRelatedWork W1522301498 @default.
• W2945193464 hasRelatedWork W2396566817 @default.
• W2945193464 hasRelatedWork W2918988876 @default.
• W2945193464 hasRelatedWork W2957147396 @default.
• W2945193464 hasRelatedWork W2958796454 @default.
• W2945193464 hasRelatedWork W2959857389 @default.
• W2945193464 hasRelatedWork W2963755523 @default.
• W2945193464 hasRelatedWork W2970535233 @default.
• W2945193464 hasRelatedWork W2971106883 @default.
• W2945193464 hasRelatedWork W2971410208 @default.
• W2945193464 hasRelatedWork W3009976161 @default.
• W2945193464 hasRelatedWork W3015295634 @default.
• W2945193464 hasRelatedWork W3022418454 @default.

• next