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Neural networks

TokenUNet: A new case for transformers integration in efficient and interpretable 3D UNets for brain imaging segmentation

Louis Fabrice Tshimanga, Andrea Zanola, Federico Del Pup, Manfredo Atzori

Learning to recover weak signals: A two-stage graph-based framework for all-weather RGB-T object detection

Ruoyan Pei, Pengge Ma, [ ... ], Junling Sun

An end-to-end deep learning image compression method for satellite images based on entropy model

Yanlong Gao, Haiming Xu, [ ... ], Heyang Xu

From manual counting to YOLO: Using computer vision to automate large-scale fecundity assays in C. elegans

Linyao Peng, Hongyi Shui, [ ... ], Amanda Kyle Gibson

TIG welding defect detection using ResNet and Random Forest

Vu Quang Huy, Vu Minh Thuan, [ ... ], Pham Son Minh

A lightweight hybrid framework integrating convolutional neural networks and fast Fourier transform for reliable and calibrated ECG-based cardiac abnormality detection

Abdoul Malik, Selim Aras

A mask-based peak-to-average power ratio reduction scheme for affine frequency division multiplexing systems using Volterra Series-Driven PolyNet

Xiangxin Liu, Yushuai Zhang, [ ... ], Liping Wang

Very short-term production prediction for photovoltaic plants using Temporal Convolutional Networks

Loukas Samaras, Elena García-Barriocanal, Miguel-Angel Sicilia, Lino González García

Model-free predictive control for PMSM based on a nonlinear autoregressive exogenous model and an adaptive recursive least squares algorithm

Xiaolei Shi

Construction of a fine-grained retrieval model for archival text-image based on the integration of scene graph generation and attention mechanism

Mengyuan Zhang

An approach of state-of-charge prediction for lithium-ion batteries using hybrid Pyraformer-LSTM learning network

Xianbin Wang, Liping Zhang, [ ... ], Huimin Chen

Video summarization based on multi-scale feature fusion

Jing Bao, Shipeng Xu, Jing Zhang

Fabric defect detection using fine-tuned Yolo-12

Waqar Ahmad, Rehan Ashraf, [ ... ], Muhammad Haris Abid

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