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CopyVAE: a variational autoencoder-based approach for copy number variation inference using single-cell transcriptomics

• Authors : Kurt, Semih; Chen, Mandi; Toosi, Hosein

• Source: Bioinformatics. 40(5)

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Unsupervised flood detection on SAR time series using variational autoencoder

• Authors : Yadav, Ritu; Nascetti, Andrea; Azizpour, Hossein, 1985

Subjects: Contrastive learning; Flood detection; SAR

• Source: International Journal of Applied Earth Observation and Geoinformation. 126

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CopyVAE: a variational autoencoder-based approach for copy number variation inference using single-cell transcriptomics

• Authors : Kurt, S; Chen, M; Toosi, H

• Source: BIOINFORMATICS. 40(5)

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SG-VAE: Scene Grammar Variational Autoencoder to Generate New Indoor Scenes

• Authors : Purkait, Pulak; Zach, Christopher, 1974; Reid, Ian

Subjects: Indoor scene synthesis; Scene grammar; VAE

• Source: 16th European Conference on Computer Vision, ECCV 2020, Glasgow, United Kingdom Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in

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A variational-autoencoder approach to solve the hidden profile task in hybrid human-machine teams

• Authors : Pescetelli, N.; Reichert, Patrik; Rutherford, A.

Subjects: Information Systems; Social aspects; Systemvetenskap

• Source: Plos One. 17(8)

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Probabilistic feature extraction, dose statistic prediction and dose mimicking for automated radiation therapy treatment planning

• Authors : Zhang, Tianfang; Bokrantz, Rasmus; Olsson, Jimmy

Subjects: knowledge-based planning; uncertainty modeling; dose-volume histogram prediction

• Source: Medical physics (Lancaster). 48(6):4730-4742

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A Disentangled VAE-BiLSTM Model for Heart Rate Anomaly Detection

• Authors : Staffini, Alessio; Svensson, Thomas; Chung, Ung Il

Subjects: anomaly detection; deep learning; heart rate

• Source: Bioengineering. 10(6)

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Machine learning in the prediction of cancer therapy

• Authors : Rafique, Raihan; Islam, S. M.Riazul; Kazi, Julhash U.

Subjects: Artificial intelligence; Convolutional neural network; Deep learning

• Source: Computational and Structural Biotechnology Journal StemTherapy: National Initiative on Stem Cells for Regenerative Therapy. 19:4003-4017

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Unsupervised Flood Detection on SAR Time Series using Variational Autoencoder

• Authors : Yadav, Ritu; Nascetti, Andrea; Azizpour, Hossein, 1985

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Unsupervised Inference of Object Affordance from Text Corpora

• Authors : Persiani, Michele, 1989; Hellström, Thomas

Subjects: Affordance; Natural Language Processing; Robotics

• Source: Proceedings of the 22nd Nordic Conference on Computational Linguistics.

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