Search Results - (( Encoder and decoder architecture ) OR ( Encoder and design architecture ))

Modeling urban growth using video prediction technology: A time‐dependent convolutional encoder–decoder architecture by Jaad, Ahmed, Abdelghany, Khaled

“…‐dependent convolutional encoder–decoder architecture. The methodology's input includes a satellite image for the base year and the prediction horizon…”
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Enhanced encoder–decoder architecture for visual perception multitasking of autonomous driving by Usman, Muhammad, Zaka-Ud-Din, Muhammad, Ling, Qiang

“… and efficient visual perception. Our approach utilizes a shared-encoder architecture with three separate decoders, targeting each specific task…”
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MICER: a pre-trained encoder–decoder architecture for molecular image captioning by Yi, Jiacai, Wu, Chengkun, Zhang, Xiaochen, Xiao, Xinyi, Qiu, Yanlong, Zhao, Wentao, Hou, Tingjun, Cao, Dongsheng

“… MICER, an encoder-decoder-based, reconstructed architecture for molecular image captioning, combines transfer learning, attention mechanisms and several strategies to strengthen effectiveness…”
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DSLSTM: a deep convolutional encoder–decoder architecture for abnormality detection in video surveillance by Roka, Sanjay, Diwakar, Manoj

“… This paper proposes a novel two-stream spatial and temporal architecture called Deep Stacked LSTM (DSLSTM…”
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Long-Term Traffic Prediction Based on LSTM Encoder-Decoder Architecture by Wang, Zhumei, Su, Xing, Ding, Zhiming

“…: the long short-term memory encoder-decoder structure at the bottom and the calibration layer at the top…”
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A segmentation network for farmland ridge based on encoder-decoder architecture in combined with strip pooling module and ASPP by Hong, Qingqing, Zhu, Yue, Liu, Wei, Ren, Tianyu, Shi, Changrong, Lu, Zhixin, Yang, Yunqin, Deng, Ruiting, Qian, Jing, Tan, Changwei

“…, which impair the segmentation effect. In order to efficiently collect ridge information, this paper proposes a segmentation method based on encoder-decoder of network with strip pooling module and ASPP module…”
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Novel Encoder–Decoder Architecture with Attention Mechanisms for Satellite-Based Environmental Forecasting in Smart City Applications by Panhwar, Kalsoom, Soomro, Bushra Naz, Bhatti, Sania, Jaskani, Fawwad Hassan

“… The proposed encoder–decoder architecture combines Convolutional Neural Networks (CNNs) for spatial feature extraction from high-resolution satellite imagery with modified Long Short-Term Memory (LSTM…”
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Towards bi-directional skip connections in encoder-decoder architectures and beyond by Xiang, Tiange, Zhang, Chaoyi, Wang, Xinyi, Song, Yang, Liu, Dongnan, Huang, Heng, Cai, Weidong

“…•We propose bi-directional skip connections in encoder-decoder architectures for an iterative aggregation of encoded and decoded features…”
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O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data by Eerapu, Karuna Kumari, Lal, Shyam, Narasimhadhan, A. V.

“… We introduce O-SegNet- the robust encoder and decoder architecture for objects segmentation from high-resolution aerial imagery data to address this challenge…”
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Enhanced encoder–decoder architecture for accurate monocular depth estimation: Enhanced encoder–decoder architecture by Das, Dabbrata, Das, Argho Deb, Sadaf, Farhan

“… This paper introduces a novel deep-learning-based approach using an enhanced encoder–decoder architecture, where the Inception-ResNet-v2 model serves as the encoder…”
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State-of-charge sequence estimation of lithium-ion battery based on bidirectional long short-term memory encoder-decoder architecture by Bian, Chong, He, Huoliang, Yang, Shunkun, Huang, Tingting

“… usually experience varying temperatures during operation. In this study, an encoder-decoder with bidirectional long short-term memory (LSTM…”
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SVInvNet: A Densely Connected Encoder-Decoder Architecture for Seismic Velocity Inversion by Najafi Khatounabad, Mojtaba, Yalim Keles, Hacer, Kadioglu, Selma

“… Our seismic velocity inversion network (SVInvNet) introduces a novel architecture that contains a multiconnection encoder-decoder structure enhanced with dense blocks…”
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Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries by Bappy, Jawadul H., Simons, Cody, Nataraj, Lakshmanan, Manjunath, B. S., Roy-Chowdhury, Amit K.

“…) cells, and an encoder-decoder network to segment out manipulated regions from non-manipulated ones…”
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ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection by Zheng, Zhuo, Zhong, Yanfei, Tian, Shiqi, Ma, Ailong, Zhang, Liangpei

“…) is insufficiently explored in current literature. In this paper, we propose a deep multi-task encoder-transformer-decoder architecture (ChangeMask…”
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STED: An encoder-decoder architecture for long-term spatio-temporal weather forecasting by Gong, Haoran, Lei, Lei, Ma, Shan, Qiu, Chunyu

“… This paper proposes a neural network model, STED (Spatio-Temporal Data Encoder-Decoder), based on an encoder-decoder architecture, which effectively handles the temporal dynamics of long time series and high-precision spatial dependencies…”
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Aircraft Trajectory Prediction With Enriched Intent Using Encoder-Decoder Architecture by Tran, Phu N., Nguyen, Hoang Q. V., Pham, Duc-Thinh, Alam, Sameer

“… The proposed model adopts the encoder-decoder architecture and makes use of the convolutional layer as well as Gated Recurrent Units (GRUs…”
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U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instruments from Laparoscopic Images by Kamrul Hasan, S. M., Linte, Cristian A.

“… In this work, we modify the U-Net architecture by introducing a pre-trained encoder and re-design the decoder part, by replacing the transposed convolution operation with an upsampling operation…”
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A Sentence‐Level Encoder–Decoder Architecture for Designing an Administrative Roman Urdu Chatbot by Maqbool, Muhammad Nazam, Saleem, Rana Muhammad, Sarwar, Nadeem, Ibrahim, Muhammad, Alam Hashmi, Muhammad Shadab

“… While chatbot architectures can be rule based or artificial intelligence (AI) based, the core objective of a chatbot is to effectively address user queries across diverse domains. AI…”
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A feature enhancement network based on image partitioning in a multi-branch encoder-decoder architecture by Wang, Yuefei, Zhang, Yutong, Zhang, Li, Wan, Yuxuan, Chen, Zhixuan, Xu, Yuquan, Cao, Ruixin, Zhao, Liangyan, Yang, Yixi, Yu, Xi

“… – Quad Decoder" architecture with partitioning enhances semantic transmission.•The Bottleneck module, which progressively fuses semantics, enhances semantic extraction…”
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TlED-Net: optimizing semantic segmentation via triple-loop encoder-decoder architecture with dense skip connections: TlED-Net: optimizing semantic segmentation via triple-loop encoder-decoder architecture by Wei, Yuanhong, Wang, Yuefei

“… To address these issues, we propose TlED-Net, a novel semantic segmentation network based on a triple-loop encoder-decoder architecture (TlEDA…”
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