Výsledky vyhľadávania - structure-first decoding

SRCBTFusion-Net: An Efficient Fusion Architecture via Stacked Residual Convolution Blocks and Transformer for Remote Sensing Image Semantic Segmentation Autor Chen, Junsong, Yi, Jizheng, Chen, Aibin, Lin, Hui

“…Convolutional neural network (CNN) and transformer-based self-attention models have their advantages in extracting local information and global semantic…”
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MCFA-UNet: Multiscale Cascaded Feature Attention U-Net for Liver Segmentation Autor Zhou, Yuran, Kong, Qianqian, Zhu, Yan, Su, Zhen

“… MCFA-UNet is a 3D segmentation network based on U-Net encoding and decoding structure…”
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Endogenous trans-translation structure visualizes the decoding of the first tmRNA alanine codon Autor Teran, David, Zhang, Ying, Korostelev, Andrei A.

“…Ribosomes stall on truncated or otherwise damaged mRNAs. Bacteria rely on ribosome rescue mechanisms to replenish the pool of ribosomes available for…”
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Design of Multilevel PLDPC and Iterative Decoding in Visible Light Communications Autor LI Zongyan, LEI Xiaoxi, GAO Han, LI Shiyin

“…) and iterative decoding design scheme is proposed.【Methods】First, the multilevel PLDPC code and modulation constellation structure in the VLC system based on Color Shift Keying (CSK…”
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Extended Coding Unit Partitioning for Future Video Coding Autor Wang, Meng, Li, Junru, Zhang, Li, Zhang, Kai, Liu, Hongbin, Wang, Shiqi, Kwong, Sam, Ma, Siwei

“… In particular, we propose the extended quad-tree partitioning and asymmetric ternary-tree partitioning to further develop the principle behind the existing partitioning structure…”
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UMiT-Net: A U-Shaped Mix-Transformer Network for Extracting Precise Roads Using Remote Sensing Images Autor Deng, Fei, Luo, Wen, Ni, Yudong, Wang, Xuben, Wang, Yan, Zhang, Gulan

“… [U-shaped MiT network (UMiT-Net)] based on the U-shaped structure. First, UMiT-Net extracts global features with the efficient MiT backbone…”
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Reversible Image Steganography Scheme Based on a U-Net Structure Autor Duan, Xintao, Jia, Kai, Li, Baoxia, Guo, Daidou, Zhang, En, Qin, Chuan

“… Based on the thought of deep learning, in this paper, we propose a new image steganography scheme based on a U-Net structure…”
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Representational structure or task structure? Bias in neural representational similarity analysis and a Bayesian method for reducing bias Autor Cai, Ming Bo, Schuck, Nicolas W., Pillow, Jonathan W., Niv, Yael

“… The dominant methods of investigating this similarity structure first estimate neural activity patterns from noisy neural imaging data using linear regression, and then examine the similarity…”
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An Image Encryption Method Based on the Feistel Network and Dynamic DNA Encoding Autor Zhang, Xuncai, Zhou, Zheng, Niu, Ying

“…Based on the Feistel network and dynamic deoxyribonucleic acid (DNA) encoding technology, an image encryption method is proposed using the "permutation-diffusion-scrambling" structure…”
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An Innovations Approach to Viterbi Decoding of Convolutional Codes Autor Masato Tajima

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LFHNet: Lightweight Full-Scale Hybrid Network for Remote Sensing Change Detection Autor Jiang, Xintao, Zhang, Shubin, Gan, Jun, Wei, Jujie, Luo, Qingli

“…The deep learning-based change detection (CD) methods have achieved remarkable progress with remote sensing imagery. These methods mainly rely on complex…”
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Traffic Scene Captioning with Multi-Stage Feature Enhancement Autor Zhang, Dehai, Ma, Yu, Liu, Qing, Wang, Haoxing, Ren, Anquan, Liang, Jiashu

“… In general, the model follows an encoder-decoder structure. First, multi-level granularity visual features are used for feature enhancement during the encoding process…”
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Region‐based two‐stage MRI bone tissue segmentation of the knee joint Autor Mao, Jianping, Men, Peng, Guo, Hao, An, Jubai

“… The neural network structure is divided into two phases, the first phase with a simple coded decoding structure…”
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Novel multiple images encryption algorithm using CML system and DNA encoding Autor Zhang, Hao, Wang, Xiao-qing, Wang, Xing-yuan, Yan, Peng-fei

“…) system and DNA encoding. The algorithm adopts a permutation-diffusion structure. First, the initial values and parameters of the CML system are determined by given values and SHA hash key of original images…”
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Allosteric modulators of NMDA receptors: multiple sites and mechanisms Autor Zhu, Shujia, Paoletti, Pierre

“… Recent years have witnessed major progress in our understanding of the structure and pharmacology of NMDARs with the decoding of the first…”
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Doppler Image-Based Weakly-Supervised Vascular Ultrasound Segmentation with Transformer Autor Ning, Guochen, Liang, Hanying, Chen, Fang, Zhang, Xinran, Liao, Hongen

“… Herein, we propose to use the Doppler image for vascular segmentation with an incremental Transformer structure…”
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Triheteromeric NMDA receptors: from structure to synaptic physiology Autor Stroebel, David, Casado, Mariano, Paoletti, Pierre

“…•Triheteromers are NMDA receptors containing three distinct subunits in the tetramer.•Triheteromers are abundantly expressed in the developing and adult…”
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Cyclic Lowest Density MDS Array Codes Autor Cassuto, Y., Bruck, J.

“… The proof of the code properties has an indirect structure: first MDS codes that are not cyclic are constructed, and then transformed to cyclic codes by a minimum…”
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DEBFold: Computational Identification of RNA Secondary Structures for Sequences across Structural Families Using Deep Learning Autor Yang, Tzu-Hsien

“… These biological mechanisms might be mediated by higher RNA stereo conformations, triggering the need to understand RNA secondary structures first…”
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A Class of Optimal Structures for Node Computations in Message Passing Algorithms Autor He, Xuan, Cai, Kui, Zhou, Liang

“…Consider the computations at a node in a message passing algorithm. Assume that the node has incoming and outgoing messages <inline-formula> <tex-math…”
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