Výsledky vyhledávání - Conditional autoencoder

Variable Rate Deep Image Compression With a Conditional Autoencoder Autor 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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KilonovaNet: Surrogate models of kilonova spectra with conditional variational autoencoders Autor Lukošiute, K, Raaijmakers, G, Doctor, Z, Soares-Santos, M, Nord, B

“… In this work, we present kilonovanet, an implementation of conditional variational autoencoders (cVAEs…”
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Intra-Frame Coding Using a Conditional Autoencoder Autor 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 Autor 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 Autor Kim, Eunchong, Cho, Taehee, Koo, Bonha, Kang, Hyoung-Goo

“…This study analyzes the explanatory power of the latent factor conditional asset pricing model for the Korean stock market using an autoencoder…”
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Conditional autoencoder pricing model for energy commodities Autor Liu, Zhenya, Teka, Hanen, You, Rongyu

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F0-Consistent Many-To-Many Non-Parallel Voice Conversion Via Conditional Autoencoder Autor 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 Autor 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 Autor Sun, Mengfei, Wu, Jie, Li, Jin, Mccane, Brendan, Yang, Nan, Ma, Xianghe, Wang, Borui, Zhang, Minghui

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Analysis of Training and Seed Bias in Small Molecules Generated with a Conditional Graph-Based Variational Autoencoder─Insights for Practical AI-Driven Molecule Generation Autor Kang, Seung-Gu, Morrone, Joseph A, Weber, Jeffrey K, Cornell, Wendy D

“… In this work, we analyze the impact of seed and training bias on the output of an activity-conditioned graph-based variational autoencoder (VAE…”
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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…”
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A balanced mineral prospectivity model of Canadian magmatic Ni (± Cu ± Co ± PGE) sulphide mineral systems using conditional variational autoencoders Autor Nagasingha, Lahiru M.A., Bérubé, Charles L., Lawley, Christopher J.M.

“… We address the data imbalance challenge in MPM by proposing a novel generative modelling approach using a conditional variational autoencoder (CVAE…”
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Fast Full Wave Electromagnetic Forward Solver Based on Deep Conditional Convolutional Autoencoders Autor Zhang, Huan Huan, Yao, He Ming, Jiang, Lijun, Ng, Michael

“… This proposed fast full-wave solver for EMF process is designed based on the deep conditional convolutional autoencoder (DCCAE…”
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A Conditional Autoencoder for Galaxy Photometric Parameter Estimation Autor 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 Autor Kim, Eunchong, Cho, Taehee, Koo, Bonha, Kang, Hyoung-Goo

“…[This corrects the article DOI: 10.1371/journal.pone.0281783.]…”
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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…”
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Predicting Potent Compounds Using a Conditional Variational Autoencoder Based upon a New Structure–Potency Fingerprint Autor Janela, Tiago, Takeuchi, Kosuke, Bajorath, Jürgen

“… This encoding enables the derivation of a conditional variational autoencoder (CVAE) using SPFPs of training compounds and apply the model to predict the SPFP potency module of test compounds using only their structure module as input. The SPFP…”
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Normative Modeling Via Conditional Variational Autoencoder and Adversarial Learning to Identify Brain Dysfunction in Alzheimer's Disease Autor Wang, Xuetong, Zhou, Rong, Zhao, Kanhao, Leow, Alex, Zhang, Yu, He, Lifang

“… In this study, we propose a novel normative modeling method by combining conditional variational autoencoder with adversarial learning (ACVAE…”
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DCAE: A dual conditional autoencoder framework for the reconstruction from EEG into image Autor Zeng, Hong, Xia, Nianzhang, Tao, Ming, Pan, Deng, Zheng, Haohao, Wang, Chu, Xu, Feifan, Zakaria, Wael, Dai, Guojun

“… In this study, we propose a dual conditional convolutional auto-encoder framework (DCAE) to tackle this challenge…”
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A surrogate modeling framework for aircraft assembly deformation using triplet attention-enhanced conditional autoencoder Autor Zhang, Yifan, Zhang, Qiang, Hu, Ye, Wang, Qing, Cheng, Liang, Ke, Yinglin

“… Results demonstrate that the proposed Conditional Convolutional Autoencoders, enhanced by Triplet attention (C2AE-Tri…”
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