Výsledky vyhledávání - Variational Encoder-Decoder~

A variational encoder–decoder approach to precise spectroscopic age estimation for large Galactic surveys Autor Leung, Henry W, Bovy, Jo, Mackereth, J Ted, Miglio, Andrea

“…ABSTRACT Constraints on the formation and evolution of the Milky Way Galaxy require multidimensional measurements of kinematics, abundances, and ages for a…”
Získat plný text

Monocular Semantic Occupancy Grid Mapping With Convolutional Variational Encoder-Decoder Networks Autor Chenyang Lu, van de Molengraft, Marinus Jacobus Gerardus, Dubbelman, Gijs

“… The network learns to predict four classes, as well as a camera to bird's eye view mapping. At the core, it utilizes a variational encoder-decoder network that encodes…”
Získat plný text

Appraisal of Resistivity Inversion Models with Convolutional Variational Encoder-Decoder Network Autor Wilson, Bibin, Singh, Anand, Sethi, Amit

“… This paper proposes a Variational Encoder-Decoder (VED) based network to obtain resistivity model, which maps the apparent resistivity data (input…”
Získat plný text

Non‐Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models Autor Behrens, Gunnar, Beucler, Tom, Gentine, Pierre, Iglesias‐Suarez, Fernando, Pritchard, Michael, Eyring, Veronika

“… Here, we use Variational Encoder Decoder structures (VED), a non‐linear dimensionality reduction technique, to learn and understand convective processes…”
Získat plný text

ECGVEDNET: A Variational Encoder-Decoder Network for ECG Delineation in Morphology Variant ECGs Autor Chen, Long, Jiang, Zheheng, Barker, Joseph, Zhou, Huiyu, Schlindwein, Fernando, Nicolson, Will, Ng, G. Andre, Li, Xin

“… ECGVEDNET is a novel variational encoder-decoder network…”
Získat plný text

Uncertainty quantification for goal-oriented inverse problems via variational encoder-decoder networks Autor Afkham, Babak Maboudi, Chung, Julianne, Chung, Matthias

Získat plný text

A variational encoder–decoder approach to precise spectroscopic age estimation for large Galactic surveys Autor Leung, Henry W., Bovy, Jo, Mackereth, J. Ted, Miglio, Andrea

“…Constraints on the formation and evolution of the Milky Way Galaxy require multidimensional measurements of kinematics, abundances, and ages for a large…”
Získat plný text

The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models Autor Alabdallah, Abdallah, Ohlsson, Mattias, Pashami, Sepideh, Rögnvaldsson, Thorsteinn

“… The usefulness of this decomposition is demonstrated through benchmark comparisons against classical models and state-of-the-art methods, together with the new variational generative neural-network-based method (SurVED…”
Získat plný text

Enhancing Portfolio Performance through Financial Time-Series Decomposition-Based Variational Encoder-Decoder Data Augmentation Autor Kalina, Bayartsetseg, Lee, Ju-Hong

“…The objective of portfolio diversification is to reduce risk and potentially enhance returns by spreading investments across different asset classes. Existing…”
Získat plný text

Whole Heart Segmentation Using 3D FM-Pre-ResNet Encoder–Decoder Based Architecture with Variational Autoencoder Regularization Autor Habijan, Marija, Galić, Irena, Leventić, Hrvoje, Romić, Krešimir

“…An accurate whole heart segmentation (WHS) on medical images, including computed tomography (CT) and magnetic resonance (MR) images, plays a crucial role in…”
Získat plný text

Non-Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models Autor Behrens, Gunnar, Beucler, Tom, Gentine, Pierre, Iglesias‐Suarez, Fernando, Pritchard, Michael, Eyring, Veronika

“…Not provided…”
Získat plný text

Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network Autor Czerkawski, Mikolaj, Ilioudis, Christos, Clemente, Carmine, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos

“… Results show that a convolutional encoder-decoder neural network with a variational objective is capable of learning a meaningful representation space of vital sign Doppler-time distribution…”
Získat plný text

XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision Xlstm and Heteromodal Variational Encoder-Decoder Autor Zhu, Shenghao, Chen, Yifei, Jiang, Shuo, Chen, Weihong, Liu, Chang, Wang, Yuanhan, Chen, Xu, Ke, Yifan, Qin, Feiwei, Wang, Changmiao, Zhu, Zhu

“… To address this issue, we introduce the XLSTM-HVED model. This model integrates a hetero-modal encoder-decoder framework with the Vision XLSTM module to reconstruct missing MRI modalities…”
Získat plný text

Domain knowledge-driven variational recurrent networks for drought monitoring Autor Zhang, Mengxue, Fernández-Torres, Miguel-Ángel, Camps-Valls, Gustau

“… To address these challenges, here we introduce a hybrid machine learning framework for time series that combines domain knowledge and observational data in a variational recurrent neural network…”
Získat plný text

Probabilistic Keyphrase Generation From Copy and Generating Spaces Autor Yao, Yu, Yang, Peng, Zhao, Guangzhen, Ge, Yanyan, Yang, Ying

“… The proposed model is built upon the vanilla variational encoder-decoder (VED) framework. On top of VED, two separate latent variables are adopted to model the distribution…”
Získat plný text

Can We Obtain Fine-grained Heartbeat Waveform via Contact-free RF-sensing? Autor Zhang, Shujie, Zheng, Tianyue, Chen, Zhe, Luo, Jun

“…Contact-free vital-signs monitoring enabled by radio frequency (RF) sensing is gaining increasing attention, thanks to its non-intrusiveness, noise-resistance,…”
Získat plný text

Sparse and Contractive Graph-Based Variational Encoder-Decoder with Multihead Attention for Robust Spatiotemporal Activity Recognition Autor Saffari, Mohsen, Singh, Yash Pratap, Khodayar, Mahdi

“… The proposed architecture effectively captures spatiotemporal correlations among sensory data from different body parts and introduces a novel encoder-decoder generative framework to extract task…”
Získat plný text

Variational mode decomposition coupled LSTM with encoder-decoder framework: an efficient method for daily streamflow forecasting Autor Liu, Jiadong, Xu, Teng, Lu, Chunhui, Yang, Jie, Xie, Yifan

“…Accurate daily streamflow forecasting is crucial for effective flood control and water management. Decomposition ensemble models have proven to be effective in…”
Získat plný text

Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network Autor Czerkawski, Mikolaj, Ilioudis, Christos, Clemente, Carmine, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos

“… Results show that a convolutional encoder-decoder neural network with a variational objective is capable of learning a meaningful representation space of vital sign Doppler-time distribution…”
Získat plný text

A variational encoder-decoder approach to precise spectroscopic age estimation for large Galactic surveys Autor Leung, Henry W, Bovy, Jo, Mackereth, J Ted, Miglio, Andrea

“…Constraints on the formation and evolution of the Milky Way Galaxy require multi-dimensional measurements of kinematics, abundances, and ages for a large…”
Získat plný text