Výsledky vyhledávání - "Encoder–decoder models"

Noise reduction in X-ray photon correlation spectroscopy with convolutional neural networks encoder–decoder models Autor Konstantinova, Tatiana, Wiegart, Lutz, Rakitin, Maksim, DeGennaro, Anthony M., Barbour, Andi M.

“…Like other experimental techniques, X-ray photon correlation spectroscopy is subject to various kinds of noise. Random and correlated fluctuations and…”
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Image Captioning Encoder–Decoder Models Using CNN-RNN Architectures: A Comparative Study Autor Suresh, K. Revati, Jarapala, Arun, Sudeep, P. V.

“…An image caption generator produces syntactically and semantically correct sentences to narrate the scene of a natural image. A neural image caption (NIC)…”
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LegoNN: Building Modular Encoder-Decoder Models Autor Dalmia, Siddharth, Okhonko, Dmytro, Lewis, Mike, Edunov, Sergey, Watanabe, Shinji, Metze, Florian, Zettlemoyer, Luke, Mohamed, Abdelrahman

“…State-of-the-art encoder-decoder models (e.g. for machine translation (MT) or automatic speech recognition (ASR…”
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Investigation of chemical structure recognition by encoder–decoder models in learning progress Autor Nemoto, Shumpei, Mizuno, Tadahaya, Kusuhara, Hiroyuki

“…Descriptor generation methods using latent representations of encoder–decoder (ED) models with SMILES as input are useful because of the continuity of…”
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Efficient compression of encoder-decoder models for semantic segmentation using the separation index Autor Jamshidi, Movahed, Kalhor, Ahmad, Vahabie, Abdol-Hossein

“…We present a novel approach to compressing encoder–decoder architectures, particularly in semantic segmentation tasks, by leveraging the Separation Index…”
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Dynamic energy system modeling using hybrid physics-based and machine learning encoder–decoder models Autor Machalek, Derek, Tuttle, Jake, Andersson, Klas, Powell, Kody M.

“…Three model configurations are presented for multi-step time series predictions of the heat absorbed by the water and steam in a thermal power plant. The…”
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Truly Unsupervised Acoustic Word Embeddings Using Weak Top-down Constraints in Encoder-decoder Models Autor Kamper, Herman

“…We investigate unsupervised models that can map a variable-duration speech segment to a fixed-dimensional representation. In settings where unlabelled speech…”
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Ensemble Encoder-Decoder Models for Predicting Land Transformation Autor Pourmohammadi, Pariya, Strager, Michael P., Adjeroh, Donald A.

“…Land development is a dynamic and complex processinfluenced by a system of interconnected driving variables. Predicting such a process is important in…”
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Encoder-decoder models for chest X-ray report generation perform no better than unconditioned baselines Autor Babar, Zaheer, van Laarhoven, Twan, Marchiori, Elena

“…High quality radiology reporting of chest X-ray images is of core importance for high-quality patient diagnosis and care. Automatically generated reports can…”
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Establishment of CNN and Encoder–Decoder Models for the Prediction of Characteristics of Flow and Heat Transfer around NACA Sections Autor Seo, Janghoon, Yoon, Hyun-Sik, Kim, Min-Il

“…The present study established two different models based on the convolutional neural network (CNN) and the encoder–decoder (ED) to predict the characteristics…”
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Navigating the Future: A Novel PCA-Driven Layered Attention Approach for Vessel Trajectory Prediction with Encoder–Decoder Models Autor Er, Fusun, Yalman, Yıldıray

“…–decoder model to reduce redundancy and enhance the representation of spatiotemporal features, allowing the layered attention modules…”
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Parallelizing and optimizing neural Encoder–Decoder models without padding on multi-core architecture Autor Qiao, Yuchen, Hashimoto, Kazuma, Eriguchi, Akiko, Wang, Haixia, Wang, Dongsheng, Tsuruoka, Yoshimasa, Taura, Kenjiro

“…Scaling up Artificial Intelligence (AI) algorithms for massive datasets to improve their performance is becoming crucial. In Machine Translation (MT), one of…”
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Alpha matting for portraits using encoder-decoder models Autor Srivastava, Akshat, Raghu, Srivatsav, Thyagarajan, Abitha K, Vaidyaraman, Jayasri, Kothandaraman, Mohanaprasad, Sudheendra, Pavan, Goel, Avinav

“… In this paper, an encoder-decoder model for alpha matting of human portraits using deep learning is proposed…”
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Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Autor Wu, Felix, Kim, Kwangyoun, Watanabe, Shinji, Han, Kyu J., McDonald, Ryan, Weinberger, Kilian Q., Artzi, Yoav

“…We introduce Wav2Seq, the first self-supervised approach to pre-train both parts of encoder-decoder models for speech data…”
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Using Neural Encoder-Decoder Models With Continuous Outputs for Remote Sensing Image Captioning Autor Ramos, Rita, Martins, Bruno

“… The task has received significant attention, and several recent proposals are based on neural encoder-decoder models…”
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Analytical study of the encoder-decoder models for ultrasound image segmentation Autor Srivastava, Somya, Vidyarthi, Ankit, Jain, Shikha

“…Accurate diagnosis and treatment planning for medical conditions rely heavily on the results of medical image segmentation. Medical images are available in…”
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Weed detection in precision agriculture: leveraging encoder-decoder models for semantic segmentation Autor Thiagarajan, Shreya, Vijayalakshmi, A., Grace, G. Hannah

“…Precision agriculture uses data gathered from various sources to improve agricultural yields and the effectiveness of crop management techniques like…”
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Abbreviation Disambiguation in Polish Press News Using Encoder-Decoder Models Autor Wrobel, Krzysztof, Karbowski, Jakub, Lewkowicz, Pawel

“… This paper presents an in-depth exploration of abbreviation disambiguation using state-of-the-art neural Encoder-Decoder models, specifically…”
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Multiclass Image Segmentation using Deep Residual Encoder-Decoder Models in Highly Turbid Underwater Ambiances Autor Haridas, T. P. Mithun, Kamal, Suraj, Balakrishnan, Arun A., Thomas, Rosemol, Nezla, N. A., Balakrishnan, Kannan, Supriya, M. H.

“…Underwater environments, especially the coral reefs, are the habitat of many critically endangered species. Extensive monitoring of these aquatic ecosystems is…”
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Proper Error Estimation and Calibration for Attention-Based Encoder-Decoder Models Autor Lee, Mun-Hak, Chang, Joon-Hyuk

“…An attention-based automatic speech recognition (ASR) model generates a probability distribution of the tokens set at each time step. Recent studies have shown…”
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