Výsledky vyhledávání - "Hamiltonian Variational Autoencoder"

Discriminative Hamiltonian variational autoencoder for accurate tumor segmentation in data-scarce regimes Autor Kebaili, Aghiles, Lapuyade-Lahorgue, Jérôme, Vera, Pierre, Ruan, Su

“… with limited training datasets. To this end, we propose a new end-to-end hybrid architecture based on Hamiltonian Variational Autoencoders (HVAE…”
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Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Autor Aghiles Kebaili, Lapuyade-Lahorgue, Jérôme, Vera, Pierre, Ruan, Su

“… with limited training datasets. To this end, we propose a new end-to-end hybrid architecture based on Hamiltonian Variational Autoencoders (HVAE…”
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End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks Autor Aghiles Kebaili, Lapuyade-Lahorgue, Jérôme, Vera, Pierre, Ruan, Su

“… To address these limitations, we present an end-to-end architecture based on the Hamiltonian Variational Autoencoder (HVAE…”
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Learning the Shape of Evolutionary Landscapes: Geometric Deep Learning Reveals Hidden Structure in Phenotype-to-Fitness Maps Autor Razo-Mejia, Manuel, Mani, Madhav, Petrov, Dmitri A.

“… in a geometry-informed manner. We demonstrate that our approach using a Riemannian Hamiltonian Variational Autoencoder (RHVAE…”
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Quasi-symplectic Langevin Variational Autoencoder Autor Wang, Zihao, Delingette, Hervé

“…). Markov Chain Monte Carlo (MCMC) is an effective approach to tighten the ELBO for approximating the posterior distribution and Hamiltonian Variational Autoencoder (HVAE…”
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