Search Results - "Conditional autoencoder"

Variable Rate Deep Image Compression With a Conditional Autoencoder by Choi, Yoojin, El-Khamy, Mostafa, Lee, Jungwon

“…In this paper, we propose a novel variable-rate learned image compression framework with a conditional autoencoder…”
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Intra-Frame Coding Using a Conditional Autoencoder by Brand, Fabian, Seiler, Jurgen, Kaup, Andre

“… Using the conditional autoencoder structure, we are able to train a single artificial neural network which is able to perform multi-mode prediction…”
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Deep generative models of gravitational waveforms via conditional autoencoder by Liao, Chung-Hao, Lin, Feng-Li

“…We construct few deep generative models of gravitational waveforms based on the semisupervising scheme of conditional autoencoders and its variational extensions…”
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Conditional autoencoder asset pricing models for the Korean stock market by Kim, Eunchong, Cho, Taehee, Koo, Bonha, Kang, Hyoung-Goo

“… Specifically, we apply the conditional autoencoder (CA) model that estimates factor exposure as a flexible nonlinear function of covariates…”
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Conditional autoencoder pricing model for energy commodities by Liu, Zhenya, Teka, Hanen, You, Rongyu

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F0-Consistent Many-To-Many Non-Parallel Voice Conversion Via Conditional Autoencoder by Qian, Kaizhi, Jin, Zeyu, Hasegawa-Johnson, Mark, Mysore, Gautham J.

“… Recently, AU-TOVC, a conditional autoencoders (CAEs) based method achieved state-of-the-art results by disentangling the speaker identity and speech content using…”
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PROTRIDER: Protein abundance outlier detection from mass spectrometry-based proteomics data with a conditional autoencoder by Klaproth-Andrade, Daniela, Scheller, Ines F, Tsitsiridis, Georgios, Loipfinger, Stefan, Mertes, Christian, Smirnov, Dmitrii, Prokisch, Holger, Yépez, Vicente A, Gagneur, Julien

“…Detection of gene regulatory aberrations enhances our ability to interpret the impact of inherited and acquired genetic variation for rare disease diagnostics…”
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Conditional autoencoder for generating binary neutron star waveforms with tidal and precession effects by Sun, Mengfei, Wu, Jie, Li, Jin, Mccane, Brendan, Yang, Nan, Ma, Xianghe, Wang, Borui, Zhang, Minghui

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A Conditional Autoencoder for Galaxy Photometric Parameter Estimation by Yin, Jun E., Eisenstein, Daniel J., Finkbeiner, Douglas P., Protopapas, Pavlos

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Correction: Conditional autoencoder asset pricing models for the Korean stock market by Kim, Eunchong, Cho, Taehee, Koo, Bonha, Kang, Hyoung-Goo

“…[This corrects the article DOI: 10.1371/journal.pone.0281783.]…”
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DCAE: A dual conditional autoencoder framework for the reconstruction from EEG into image by Zeng, Hong, Xia, Nianzhang, Tao, Ming, Pan, Deng, Zheng, Haohao, Wang, Chu, Xu, Feifan, Zakaria, Wael, Dai, Guojun

“…How to design a suitable model to extract the semantic features contained in Electroencephalography (EEG) and to visualize them as corresponding images, also…”
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A surrogate modeling framework for aircraft assembly deformation using triplet attention-enhanced conditional autoencoder by Zhang, Yifan, Zhang, Qiang, Hu, Ye, Wang, Qing, Cheng, Liang, Ke, Yinglin

“…This paper introduces a framework for surrogating aircraft structural deformation using simulation data. The framework compresses high-dimensional field data…”
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Enhancing defect detection in additive manufacturing using a conditional autoencoder with skip connections and in situ infrared sensing by Segura Ibarra, Diego, Hossain, Rifat-E-Nur, Lamonte, Riley C., Moore, Arden L., Chen, Jinyuan

“…-based time series anomaly detection algorithm, which enhances sensitivity and precision through a conditional autoencoder…”
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CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability by Bonnineau, Charles, Hamidouche, Wassim, Travers, Jean-Francois, Sidaty, Naty, Aubie, Jean-Yves, Deforges, Olivier

“… Our framework considers a low-resolution signal encoded with VVC intra-mode as a base-layer (BL), and a deep conditional autoencoder with hyperprior…”
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Face Aging With Boundary Equilibrium Conditional Autoencoder by Chen, Longxiang, Hu, Xiaolong, Zhang, Zuping

“… Combining the CAAE with a boundary equilibrium generative adversarial network, we propose a boundary equilibrium conditional autoencoder (BECAE…”
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Conditional autoencoder pre-training and optimization algorithms for personalized care of hemophiliac patients by Buche, Cédric, Lasson, François, Kerdelo, Sébastien

“…This paper presents the use of deep conditional autoencoder to predict the effect of treatments for patients suffering from hemophiliac disorders…”
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Multi-instance Conditional Autoencoder a data driven compression model for strongly correlated datasets by Al-afandi, Jalal, Horvath, Andras

“… Our model, Multi-instance Conditional Autoencoder, compresses many files to comprise one latent representation, and then restore each file individually in the decoding…”
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Latent factor models for the Chinese commodity futures markets by Liu, Yanchu, Zhou, Heyang, Yang, Haisheng

“… In this research, we utilize Instrumented Principal Component Analysis (IPCA) alongside the Conditional Autoencoder (CA…”
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Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding by Brand, Fabian, Seiler, Jurgen, Kaup, Andre

“…Conditional coding is a new video coding paradigm enabled by neural-network-based compression. It can be shown that conditional coding is in theory better than…”
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Contrastive Conditional Adversarial Autoencoder With Class-Specific Forces for Imbalanced Open-Set Fault Detection by Zuo, Zhonglin, Meng, Tao, Li, Zheng, Zhang, Hao, Liu, Tong, Chen, Zhansheng, Pang, Zhibo

“…In real-world industrial scenarios, fault detection faces the widely recognized challenge of data imbalance, which not only refers to the scarcity of fault…”
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