Výsledky vyhledávání - "generative autoencoder"

Dual Contradistinctive Generative Autoencoder Autor Parmar, Gaurav, Li, Dacheng, Lee, Kwonjoon, Tu, Zhuowen

“…We present a new generative autoencoder model with dual contradistinctive losses to improve generative autoencoder that performs simultaneous inference (reconstruction) and synthesis (sampling…”
Získat plný text

Application of Generative Autoencoder in De Novo Molecular Design Autor Blaschke, Thomas, Olivecrona, Marcus, Engkvist, Ola, Bajorath, Jürgen, Chen, Hongming

“… Various generative autoencoders were used to map molecule structures into a continuous latent space and vice versa and their performance as structure generator was assessed…”
Získat plný text

Real-Time Traffic Speed Estimation With Graph Convolutional Generative Autoencoder Autor Yu, James Jian Qiao, Gu, Jiatao

“… In this paper, we present a novel deep-learning model called graph convolutional generative autoencoder to fully address the real-time traffic speed estimation problem…”
Získat plný text

A novel spatial–temporal generative autoencoder for wind speed uncertainty forecasting Autor Ma, Long, Huang, Ling, Shi, Huifeng

“…–temporal generative autoencoder (STGAE) model to capture the continuous probability distribution of each wind turbine on an arbitrary graph structure…”
Získat plný text

Semisupervised Generative Autoencoder for Single-Cell Data Autor Trong, Trung Ngo, Mehtonen, Juha, González, Gerardo, Kramer, Roger, Hautamäki, Ville, Heinäniemi, Merja

“… process, thus forming a SemI-SUpervised generative Autoencoder (SISUA) model. The generative model is based on the deep variational autoencoder (VAE…”
Zjistit podrobnosti o přístupu

Evolutionary design of conductive pathways using a generative autoencoder Autor Ignuta-Ciuncanu, Matei C., Stärk, Hannes, Martinez-Botas, Ricardo F.

“…To enhance performance and energy efficiency in compact electronic systems, effective thermal management through miniaturized heat sinks is essential. This…”
Získat plný text

Prior Images Guided Generative Autoencoder Model for Dual-Camera Compressive Spectral Imaging Autor Chen, Yurong, Wang, Yaonan, Zhang, Hui

“…Compressive Spectral Imaging (CSI) techniques have attracted considerable attention among researchers for their ability to simultaneously capture spatial and…”
Získat plný text

Quantized Generative Autoencoder for Audio Spectrograms Autor Cebedio, M. Celeste, Rabioglio, Lucas A., Micco, Luciana De

“…This study analyzes techniques for compressing generative autoencoders to enable their deployment on resource-constrained devices, addressing the challenges and optimizations required for such environments…”
Získat plný text

Generative autoencoder to prevent overregularization of variational autoencoder Autor Ko, YoungMin, Ko, SunWoo, Kim, YoungSoo

“… We propose a generative autoencoder (GAE) that uses an autoencoder to first minimize the reconstruction error and then estimate the distribution…”
Získat plný text

Component-aware generative autoencoder for structure hybrid and shape completion Autor Zhang, Fan, Fu, Qiang, Liu, Yang, Li, Xueming

“… In this paper, we propose a novel generative autoencoder that tackles the component combinations for 3D modeling of man-made objects…”
Získat plný text

A neural generative autoencoder for bilingual word embeddings Autor Su, Jinsong, Wu, Shan, Zhang, Biao, Wu, Changxing, Qin, Yue, Xiong, Deyi

“…Bilingual word embeddings (BWEs) have been shown to be useful in various cross-lingual natural language processing tasks. To accurately learn BWEs, previous…”
Získat plný text

Generative autoencoder to prevent overregularization of variational autoencoder Autor YoungMin Ko, SunWoo Ko, YoungSoo Kim

“… We propose a generative autoencoder (GAE) that uses an autoencoder to first minimize the reconstruction error and then estimate the distribution…”
Získat plný text

Physics-Informed Graph Capsule Generative Autoencoder for Probabilistic AC Optimal Power Flow Autor Saffari, Mohsen, Khodayar, Mahdi, Khodayar, Mohammad E.

“…Due to the increasing demand for electricity and the inherent uncertainty in power generation, finding efficient solutions to the stochastic alternating…”
Získat plný text

Privacy-Preserving High-dimensional Data Collection with Federated Generative Autoencoder Autor Jiang, Xue, Zhou, Xuebing, Grossklags, Jens

“…Business intelligence and AI services often involve the collection of copious amounts of multidimensional personal data. Since these data usually contain…”
Získat plný text

Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis Autor ALTAN, Gokhan, KUTLU, Yakup

“…Deep Learning (DL) is a two-step classification model that consists feature learning, generating feature representations using unsupervised ways and the…”
Získat plný text

Generating sequential electronic health records using dual adversarial autoencoder Autor Lee, Dongha, Yu, Hwanjo, Jiang, Xiaoqian, Rogith, Deevakar, Gudala, Meghana, Tejani, Mubeen, Zhang, Qiuchen, Xiong, Li

“… In this article, we aim to learn and synthesize realistic sequences of EHRs based on the generative autoencoder…”
Zjistit podrobnosti o přístupu

MEGA: Masked Generative Autoencoder for Human Mesh Recovery Autor Fiche, Guenole, Leglaive, Simon, Alameda-Pineda, Xavier, Moreno-Noguer, Francesc

“… We introduce MEGA, a MaskEd Generative Autoencoder trained to recover human meshes from images…”
Získat plný text

AI-Driven De Novo Design and Molecular Modeling for Discovery of Small-Molecule Compounds as Potential Drug Candidates Targeting SARS-CoV-2 Main Protease Autor Andrianov, Alexander M., Shuldau, Mikita A., Furs, Konstantin V., Yushkevich, Artsemi M., Tuzikov, Alexander V.

“…Over the past three years, significant progress has been made in the development of novel promising drug candidates against COVID-19. However, SARS-CoV-2…”
Získat plný text

Dual Contradistinctive Generative Autoencoder Autor Parmar, Gaurav, Li, Dacheng, Lee, Kwonjoon, Tu, Zhuowen

“…We present a new generative autoencoder model with dual contradistinctive losses to improve generative autoencoder that performs simultaneous inference (reconstruction) and synthesis (sampling…”
Získat plný text

MEGA: Masked Generative Autoencoder for Human Mesh Recovery Autor Fiche, Guénolé, Leglaive, Simon, Alameda-Pineda, Xavier, Moreno-Noguer, Francesc

“… We introduce MEGA, a MaskEd Generative Autoencoder trained to recover human meshes from images…”
Získat plný text