Výsledky vyhledávání - "encoder and decoder"

Prostate Segmentation in MRI Using Transformer Encoder and Decoder Framework Autor Ren, Chengjuan, Guo, Ziyu, Ren, Huipeng, Jeong, Dongwon, Kim, Dae-Kyoo, Zhang, Shiyan, Wang, Jiacheng, Zhang, Guangnan

“…To develop an accurate segmentation model for the prostate and lesion area to help clinicians diagnose diseases, we propose a multi-encoder and decoder segmentation network, denoted Muled-Net…”
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The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition Autor Yang, Yikang, Ren, Jia, Duan, Feng

“…The spiking neural network (SNN) is the third generation of artificial neural networks. The transmission and expression of information in SNN are performed by…”
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Enhancing the accuracy of shock advisory algorithms in automated external defibrillators during ongoing cardiopulmonary resuscitation using a cascade of CNNEDs Autor Nejad, Mahdi Pirayesh Shirazi, Kargin, Vadym, Hajeb-M, Shirin, Hicks, David, Valentine, Matt, Chon, K.H.

“…Delivery of continuous cardiopulmonary resuscitation (CPR) plays an important role in the out-of-hospital cardiac arrest (OHCA) survival rate. However, to…”
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Encoder and decoder design for signal estimation Autor Johannesson, E, Rantzer, A, Bernhardsson, B, Ghulchak, A

“…In this paper, we study the joint design of optimal linear encoders and decoders for filtering and transmission of a signal over an additive Gaussian noise channel subject to a real-time constraint…”
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Dual encoder–decoder-based deep polyp segmentation network for colonoscopy images Autor Lewis, John, Cha, Young-Jin, Kim, Jongho

“… However, the method itself is labor intensive and is subject to human error. With the advent of deep learning-based methodologies, and specifically convolutional…”
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Reconstructing natural images from human fMRI by alternating encoding and decoding with shared autoencoder regularization Autor Qiao, Kai, Chen, Jian, Wang, Linyuan, Zhang, Chi, Tong, Li, Yan, Bin

“… This however is subject to availability of sufficient number of pair samples, which is not currently the case…”
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Decoder-Only Image Registration Autor Jia, Xi, Lu, Wenqi, Cheng, Xinxing, Duan, Jinming

“… Despite their popularity, we question the necessity of making both the encoder and decoder learnable…”
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DAUF: A disease-related attentional UNet framework for progressive and stable mild cognitive impairment identification Autor Zhang, Zhehao, Gao, Linlin, Li, Pengyuan, Jin, Guang, Wang, Jianhua

“…Identifying progressive mild cognitive impairment (pMCI) and stable mild cognitive impairment (sMCI) plays a significant role in early Alzheimer's disease (AD)…”
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FBMC vs. PAM and DMT for High-Speed Wireline Communication Autor Cosson-Martin, Jeremy, Salinas, Jhoan, Shakiba, Hossein, Sheikholeslami, Ali

“…This paper demonstrates the first silicon-verified FBMC encoder and decoder designed to emulate beyond <inline-formula> <tex-math notation="LaTeX">224Gb/s </tex-math></inline-formula…”
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Correction to "A Framework for Control System Design Subject to Average Data-Rate Constraints" [Aug 11 1886-1899] Autor Derpich, Milan S., Ostergaard, Jan

“… (including the situation in which encoder and decoder have side information). Unfortunately, its proof is invalid…”
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Dynamic Event-Triggered H ∞ Filtering for Fuzzy Markov Jump Systems Subject to Mismatched Quantization Autor Gu, Yang, Shen, Mouquan, Park, Ju H., Wang, Qing-Guo, Yi, Yang, Sun, Yonghui

“…This paper is dedicated to a dynamic event-triggered <inline-formula> <tex-math notation="LaTeX">H_{\infty } </tex-math></inline-formula> filtering method of…”
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RU-Net: skull stripping in rat brain MR images after ischemic stroke with rat U-Net Autor Chang, Herng-Hua, Yeh, Shin-Joe, Chiang, Ming-Chang, Hsieh, Sung-Tsang

“…Background Experimental ischemic stroke models play a fundamental role in interpreting the mechanism of cerebral ischemia and appraising the development of…”
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SE-FSCNet: full-scale connection network for single-shot phase demodulation Autor Song, Zeyu, Xue, Junpeng, Lu, Wenbo, Jia, Ran, Xu, Zhichao, Yu, Changzhi

“… The encoder and decoder of the SE-FSCNet have the same number of hierarchies but are not completely symmetrical…”
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Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences Autor Chen, Zejian, Zhuo, Wei, Wang, Tianfu, Cheng, Jun, Xue, Wufeng, Ni, Dong

“… In this work, we propose a semi-supervised representation learning method with two novel modules to enhance the features in the encoder and decoder, respectively…”
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AD-VAE: Adversarial Disentangling Variational Autoencoder Autor Silva, Adson, Farias, Ricardo

“… However, in Single Sample Per Person Face Recognition (SSPP FR), the challenge of learning robust and discriminative features that preserve the subject’s identity persists…”
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Autoencoder based underwater wireless optical communication with high data rate Autor Zou, Cong, Yang, Fang

“… Thus, within the AE framework, the encoder and decoder can be optimized jointly. Experiments indicate that the proposed UWOC-AE can achieve superior performance…”
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Less Data, More Knowledge: Building Next-Generation Semantic Communication Networks Autor Chaccour, Christina, Saad, Walid, Debbah, Merouane, Han, Zhu, Vincent Poor, H.

“…Semantic communication is viewed as a revolutionary paradigm that can potentially transform how we design and operate wireless communication systems. However,…”
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Conditional VAE for personalized neurofeedback in cognitive training Autor Tibermacine, Imad Eddine, Russo, Samuele, Scarano, Gianmarco, Tedesco, Giancarlo, Rabehi, Abdelaziz, Alhussan, Amel Ali, Khafaga, Doaa Sami, Eid, Marwa M., El-kenawy, El-Sayed M., Napoli, Christian

“… Our study involved using two public OpenNeuro datasets [1,2]. From the healthy dataset we randomly selected seven subjects to match the seven impaired participants…”
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Autonomic system tuning during gesture observation and reproduction Autor Balconi, Michela, Fronda, Giulia

“… In the present study, the autonomic responses and peripheral synchronization mechanisms of two individuals (encoder and decoder…”
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Recurrent Network Models for Human Dynamics Autor Fragkiadaki, Katerina, Levine, Sergey, Felsen, Panna, Malik, Jitendra

“… The ERD model is a recurrent neural network that incorporates nonlinear encoder and decoder networks before and after recurrent layers…”
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