Search Results - (conditional OR conditioning) variational autoencoder adaptive synthetic~

Aviation Fuel Pump Fault Diagnosis Based on Conditional Variational Self-Encoder Adaptive Synthetic Less Data Enhancement by Liu, Tiejun, Zhang, Yaoping, Yin, Xiaojing, He, Weidong

“… To address this challenge, this paper proposes a fault diagnosis method for aircraft fuel pumps based on adaptive synthetic data augmentation using a Conditional Variational Autoencoder (CVAE…”
Get full text

Improving SMOTE via fusing conditional VAE for data-adaptive noise filtering: Improving SMOTE via fusing conditional VAE for data-adaptive noise filtering by Hong, Sungchul, An, Seunghwan, Jeon, Jong-June

“…). We investigate the problem of the generative model for imbalanced classification and introduce a framework to enhance the SMOTE algorithm using Variational Autoencoders (VAE…”
Get full text

Conditional Generative Adversarial Network Based on Self-Attention Mechanism and VAE Algorithm and Its Applications by Yang, Jianing, Zhao, Yanming, Jia, Zhiwei

“… Based on this, the paper proposes a "Conditional Generative Adversarial Network based on self-attention mechanism and Variational Autoencoder (VAE…”
Get full text

GenAI-Based Jamming and Spoofing Attacks on UAVs by Sonmez Sarikaya, Burcu, Bahtiyar, Serif

“… We use Variational Autoencoder, Gaussian Copula, Denoising Diffusion Probabilistic Model (DDPM…”
Get full text

Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering by Hong, Sungchul, An, Seunghwan, Jong-June Jeon

“…). We investigate the problem of the generative model for imbalanced classification and introduce a framework to enhance the SMOTE algorithm using Variational Autoencoders (VAE…”
Get full text

Risk Estimation for Financial Contracts: Data Imbalance Elimination and Impact of Different Data Rates by Caliskan, Elif Ezel, Yildizak, Burak, Ozcan, Dogan, Salbacak, Gurbet Alpay, Vural, Ulas, Aydin, Tarkan

“…), Adaptive Synthetic Sampling Approach for Imbalanced Learning (ADASYN), Tabular Variational Autoencoder (TVAE…”
Get full text

Double Branch Image Dehazing Algorithm Based on Probabilistic Uncertainty Modeling by Zhou, Yuchao, Sun, Hongyu, Dong, Jingwei, Yan, Yinuo, Shao, Luyang

“…: distribution estimation and consensus decision-making: (1) constructing latent space distributions through Conditional Variational Autoencoder (CVAE…”
Get full text

Deep Probabilistic Modeling for Causal Inference and Decision Making by Wu, Yulun

“… Prior works using variational inference in counterfactual generative modeling have been focusing…”
Get full text

Deep Learning Methods for Fingerprint-Based Indoor and Outdoor Positioning by Alhomayani, Fahad

“…Outdoor positioning systems based on the Global Navigation Satellite System have several shortcomings that have deemed their use for indoor positioning…”
Get full text

A Learning-Based Integrated Framework of Motion Prediction and Planning for Connected and Automated Vehicles: Towards Interaction, Multi-Modality, and Relational Reasoning by Wu, Keshu

“…Predicting vehicle trajectories and ensuring safe and efficient trajectory planning are critical for the operational efficiency and safety of automated…”
Get full text