Search Results - "Encoder-Decoder architectures"

Efficient compression of encoder-decoder models for semantic segmentation using the separation index by Movahed Jamshidi, Ahmad Kalhor, Abdol-Hossein Vahabie

Subjects: “…Encoder-Decoder architectures…”
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Implementation of a Conditional Latent Diffusion-Based Generative Model to Synthetically Create Unlabeled Histopathological Images by Mahfujul Islam Rumman, Naoaki Ono, Kenoki Ohuchida, Ahmad Kamal Nasution, Muhammad Alqaaf, Md. Altaf-Ul-Amin, Shigehiko Kanaya

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Automated hair removal in dermoscopy images using shallow and deep learning neural architectures by Konstantinos Delibasis, Konstantinos Moutselos, Eleftheria Vorgiazidou, Ilias Maglogiannis

Subjects: “…Encoder-decoder architecture…”
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A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data by Faisal Khan, Waseem Shariff, Muhammad Ali Farooq, Shubhajit Basak, Peter Corcoran

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A Novel Information-based Multi-view Representation Learning by Hongdan Wang, Jian Zhang

Subjects: “…deep encoding-decoding architecture…”
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Autosegmentation of Prostate Zones and Cancer Regions from Biparametric Magnetic Resonance Images by Using Deep-Learning-Based Neural Networks by Chih-Ching Lai, Hsin-Kai Wang, Fu-Nien Wang, Yu-Ching Peng, Tzu-Ping Lin, Hsu-Hsia Peng, Shu-Huei Shen

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CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning by Fengzhen Sun, Shaojie Li, Shaohua Wang, Qingjun Liu, Lixin Zhou

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CGFTNet: Content-Guided Frequency Domain Transform Network for Face Super-Resolution by Yeerlan Yekeben, Shuli Cheng, Anyu Du

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CWRepViT-Net: An encoder-decoder deep learning framework with RepViT blocks for crop weed semantic segmentation in soybean fields through their life journey by Masoomeh Gomroki, Dilshan Benaragama, Christopher James Henry, Nasem Badreldin, Robert Gulden

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Enhancing SPARQL query generation for question answering with a hybrid encoder–decoder and cross-attention model by Yi-Hui Chen, Eric Jui-Lin Lu, Kwan-Ho Cheng

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Deep Learning-Based Feature Silencing for Accurate Concrete Crack Detection by Umme Hafsa Billah, Hung Manh La, Alireza Tavakkoli

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Coarse-to-Fine Satellite Images Change Detection Framework via Boundary-Aware Attentive Network by Yi Zhang, Shizhou Zhang, Ying Li, Yanning Zhang

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Human Trajectory Imputation Model: A Hybrid Deep Learning Approach for Pedestrian Trajectory Imputation by Deb Kanti Barua, Mithun Halder, Shayanta Shopnil, Md. Motaharul Islam

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MPOCSR: optical chemical structure recognition based on multi-path Vision Transformer by Fan Lin, Jianhua Li

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An image caption model based on attention mechanism and deep reinforcement learning by Tong Bai, Sen Zhou, Yu Pang, Jiasai Luo, Huiqian Wang, Ya Du

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Research on prediction of nanocrystalline alloy hysteresis properties based on long short-term memory network by Hailin Li, Bo Zhang, Yongpeng Shen, Lei Zhang, Kun Liu

Subjects: “…Encoder–decoder architecture…”
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A novel lightweight 3D CNN for accurate deformation time series retrieval in MT-InSAR by Mahmoud Abdallah, Xiaoli Ding, Samaa Younis, Songbo Wu

Subjects: “…3D encoder-decoder architecture…”
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An Improved VGG-19 Network Induced Enhanced Feature Pooling for Precise Moving Object Detection in Complex Video Scenes by Prabodh Kumar Sahoo, Manoj Kumar Panda, Upasana Panigrahi, Ganapati Panda, Prince Jain, Md. Shabiul Islam, Mohammad Tariqul Islam

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Transfer learning approach based on satellite image time series for the crop classification problem by Ognjen Antonijević, Slobodan Jelić, Branislav Bajat, Milan Kilibarda

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Analysis of the effectiveness of two different loss functions in training a neural network in lung image reconstruction using impedance tomography by Malgorzata Lalak-Dybała, Barbara Stefaniak, Paweł Olszewski

Subjects: “…neural network with encoder-decoder architecture…”
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