Výsledky vyhledávání - Adversarial autoencoder

Drug–drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings Autor Dai, Yuanfei, Guo, Chenhao, Guo, Wenzhong, Eickhoff, Carsten

“… As a consequence, these samples are often too simplistic to train an effective model. In this paper, we propose a new KG embedding framework by introducing adversarial autoencoders (AAEs…”
Získat plný text

Reducing variations in multi-center Alzheimer’s disease classification with convolutional adversarial autoencoder Autor Cobbinah, Bernard M., Sorg, Christian, Yang, Qinli, Ternblom, Arvid, Zheng, Changgang, Han, Wei, Che, Liwei, Shao, Junming

“…Based on brain magnetic resonance imaging (MRI), multiple variations ranging from MRI scanners to center-specific parameter settings, imaging protocols, and…”
Získat plný text

Integration of Adversarial Autoencoders With Residual Dense Convolutional Networks for Estimation of Non‐Gaussian Hydraulic Conductivities Autor Mo, Shaoxing, Zabaras, Nicholas, Shi, Xiaoqing, Wu, Jichun

“… In this study, we develop a convolutional adversarial autoencoder (CAAE) to parameterize non‐Gaussian conductivity fields with heterogeneous conductivity within each facies using a low…”
Získat plný text

Advancing Speech Enhancement with Generative Adversarial Network-Autoencoder: A Robust Adversarial Autoencoder Approach Autor Diwakar, Mandar, Gupta, Brijedra

Získat plný text

Continuous Latent Adversarial Autoencoder: A Time-Sensitive Method for Incomplete Time-Series Modeling Autor Chang, Zhuoqing, Liu, Shubo, Cai, Zhaohui, Tu, Guoqing

“… To address these issues, this article introduces a novel generative model called the continuous latent adversarial autoencoder (CLAAE…”
Získat plný text

RETRACTION: DAE‐GAN: An Autoencoder Based Adversarial Network for Gaussian Denoising

“…RETRACTION: A. Samanta, A. Saha, S. C. Satapathy, H. Lin, “DAE‐GAN: An Autoencoder Based Adversarial Network for Gaussian Denoising,” Expert Systems (Early View): e12709, https://doi.org/10.1111/exsy.12709…”
Získat plný text

Unified multi-protocol MRI for Alzheimer’s disease diagnosis: Dual-decoder adversarial autoencoder and ensemble residual shrinkage attention network Autor Li, Shiyao, Lin, Shukuan, Tu, Yue, Qiao, Jianzhong, Xiao, Shenao

“… Specifically, we introduce a double decoder adversarial autoencoder (DDAAE) to align MRIs from different protocols…”
Získat plný text

Publisher's Note: "Deep network fault diagnosis for imbalanced small-sized samples via a coupled adversarial autoencoder based on the Bayesian method" [Rev. Sci. Instrum. 95, 055104 (2024)] Autor Zhang, Xinliang, Wang, Yanqi, Zhou, Yitian, Jia, Lijie

Zjistit podrobnosti o přístupu

Denoising Adversarial Autoencoders Autor Creswell, Antonia, Bharath, Anil Anthony

“… We suggest denoising adversarial autoencoders (AAEs), which combine denoising and regularization, shaping the distribution of latent space using…”
Získat plný text

Lifelong Generative Adversarial Autoencoder Autor Ye, Fei, Bors, Adrian G.

“…Lifelong learning describes an ability that enables humans to continually acquire and learn new information without forgetting. This capability, common to…”
Získat plný text

Adversarial Autoencoder Network for Hyperspectral Unmixing Autor Jin, Qiwen, Ma, Yong, Fan, Fan, Huang, Jun, Mei, Xiaoguang, Ma, Jiayi

“… Since the unmixing procedure can be explained as finding a set of low-dimensional representations that reconstruct the data with their corresponding bases, autoencoders (AEs…”
Získat plný text

Age Progression/Regression by Conditional Adversarial Autoencoder Autor Zhifei Zhang, Yang Song, Hairong Qi

“…If I provide you a face image of mine (without telling you the actual age when I took the picture) and a large amount of face images that I crawled (containing…”
Získat plný text

Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery Autor Polykovskiy, Daniil, Zhebrak, Alexander, Vetrov, Dmitry, Ivanenkov, Yan, Aladinskiy, Vladimir, Mamoshina, Polina, Bozdaganyan, Marine, Aliper, Alexander, Zhavoronkov, Alex, Kadurin, Artur

“… In this article, we propose a new generative architecture, entangled conditional adversarial autoencoder, that generates molecular structures based on various properties, such as activity against…”
Zjistit podrobnosti o přístupu

A Novel Fault Detection Method Based on One-Dimension Convolutional Adversarial Autoencoder (1DAAE) Autor Wang, Jian, Li, Yakun, Han, Zhiyan

“… To deal with this problem, this paper proposes a novel unsupervised fault detection method named one-dimension convolutional adversarial autoencoder (1DAAE…”
Získat plný text

Learning to Generate SAR Images With Adversarial Autoencoder Autor Song, Qian, Xu, Feng, Zhu, Xiao Xiang, Jin, Ya-Qiu

“… A novel adversarial autoencoder (AAE) is then proposed as an SAR representation and generation network…”
Získat plný text

Causal Adversarial Autoencoder for Disentangled SAR Image Representation and Few-Shot Target Recognition Autor Guo, Qian, Xu, Huilin, Xu, Feng

“… A Causal Adversarial auto-Encoder (CAE) for SAR-ATR is then proposed to embody this disentangled representation, which incorporates a number of novel built-in network features…”
Získat plný text

Center-Aware Adversarial Autoencoder for Anomaly Detection Autor Li, Daoming, Tao, Qinghua, Liu, Jiahao, Wang, Huangang

“… To this end, we propose a center-aware adversarial autoencoder (CA-AAE) method, which detects anomaly samples by acquiring more compact and discriminative subspace representations…”
Získat plný text

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection Autor Wu, Jingyao, Zhao, Zhibin, Sun, Chuang, Yan, Ruqiang, Chen, Xuefeng

“… In this article, anomaly detection is modeled as a one-class classification problem. Based on the scenario that the training data only include healthy state data, a fault-attention generative probabilistic adversarial autoencoder (FGPAA…”
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

“… We propose a dual adversarial autoencoder (DAAE), which learns set-valued sequences of medical entities, by combining a recurrent autoencoder with 2 generative adversarial networks (GANs…”
Zjistit podrobnosti o přístupu

Dual Adversarial Autoencoders for Clustering Autor Ge, Pengfei, Ren, Chuan-Xian, Dai, Dao-Qing, Feng, Jiashi, Yan, Shuicheng

“… Recently, adversarial autoencoder (AE) (AAE) shows effectiveness on tackling such data by combining AE and adversarial training, but it cannot effectively extract classification information from the unlabeled data…”
Získat plný text