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Deep learning

Verification of historical sketches via one-class learning on compact feature representations

Hassan Ugail, Jan Ritch-Frel, Irina Matuzava, David G. Stork

Real-time detection of rare roadside obstacles using YOLOv8-n in autonomous vehicles

Afeera Bint-e Tanveer, Muhammad Ayoub Kamal, Muhammad Mansoor Alam, Mazliham Mohd Su’ud

MAPUNet: Multi-scale attention for InSAR phase unwrapping in mining areas

Baojing Zhang, Wenfu Yang, [ ... ], Yufei Zhang

Tensor enhanced chest cancer classification via CNN and Vision Transformer models

Nayab Asim, Mehreen Sirshar, [ ... ], Abdulrahman Alahmadi

A unified spatiotemporal–geometry framework for target classification and localisation in dual-static passive radar

Hongmin Wang, Zhiyong Lei, Xing Liu

The recognition method of external force damage sources vibration signals based on LSTM-CNN-CatBoost-GSSSA

Xiaojuan Chen, Lufan Zhang, Xue Li, Funan Gao

AMGST: Adaptive multi-graph convolution and spatiotemporal attention network for traffic forecasting

Pei Shi, Qixiang Lu, [ ... ], Jiadong Sun

TransGrid-CostOpt: A hybrid transformer framework for cost prediction and optimization of distribution network assets

Wei Xiong, Jie Xia, [ ... ], Dan Li

ProtAttn-QuadNet: An attention-based deep learning framework for protein–protein interaction prediction using ProtBERT embeddings

Md. Shahidul Islam, Md. Muhtasim Rahman Mim, Md. Raihan Kabir

SVTRv2X: Enhanced scene text recognition via self-distilled mixture-of-experts

Jian Guo, Hanxin Cui, [ ... ], Qianqian Cheng

LXNet: A lightweight CNN for lung disease classification from Chest X-ray with XAI-based interpretability

Juiria Humayan, Md. Najmus Sakib Nahid, [ ... ], Mona Jamjoom

Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong, Youcai Xie, Lixia Li, Chuanlin Shi

Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset

Freddy Oulia, Philippe Charton, [ ... ], Frederic Cadet

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