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Neural networks

Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection

Deeksha M. Shama, Archana Venkataraman

published 23 Jun 2026

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Learning variable-order time fractional diffusion equations using Physics-Informed Neural Networks

Lei Ren, Shixin Jin

published 23 Jun 2026

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A multi-modal co-attention model for accurate drug-target interaction prediction

Wanjun Ma, Wenjun Li, Mengyun Yang, Zhengdong Pu, Xiwei Tang

published 22 Jun 2026

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China runoff-field forecasting based on cross-scale gating and basin-topology attention

Aiju Li, Xiang He, Kai Yang, Weiya Ge, Jian Hua

published 22 Jun 2026

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Traffic condition prediction for highway within work zones under dynamic traffic organization changes

Feiping Xu, Bohan Liu, Hang Liu, Yonghao Wang, Jundong Wang, Chengcheng Wang

published 18 Jun 2026

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Multi-scale closed-loop tuning via spatial frequency collaborative sensitivity for rice leaf disease detection

Yandong Song, Kang An, Lidong Wang, Bin Zhou

published 18 Jun 2026

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Perceptual no-reference image quality assessment with meta-learning by graph representation learning and multi-scale feature fusion

Yanru Jia, Longsheng Wei

published 18 Jun 2026

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Comparative evaluation of deep learning models for plant disease classification with edge-aware performance analysis

Zirije Hasani, Jakup Fondaj, Dionesa Bytyqi, Sufjan Misini

published 18 Jun 2026

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Hybrid quantum-classical neural networks for real-time fault detection in power systems

Hina Hashmi, Aman Kumar, Shanu Rakesh Kuttan, Jhankar Moolchandani, Priya Goel, Aseel Smerat, Yaikob Abriham Massebo, Arshad Hashmi

published 18 Jun 2026

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A Hybrid AI-Mathematical approach for epidemic threshold prediction in metapopulation networks: Integrating physics-guided neural networks with spectral graph theory

Etienne Kouokam

published 18 Jun 2026

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Tree ring segmentation performance in highly disturbed trees using deep learning

Joe David Zambrano-Suárez, Jorge Pérez-Martín, Alberto Muñoz-Torrero Manchado, Juan Antonio Ballesteros Cánovas

published 18 Jun 2026

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All-optical doubly resonant cavities for energy-efficient ReLU function in nanophotonic deep learning

Amirreza Ahmadnejad, Mohammad Mehrdad Asadi, Somayyeh Koohi

published 17 Jun 2026

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EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning

Sanguk Park, Byungyoon Park, Seohyun Lee, Subin Shin, Wooju Kim

published 16 Jun 2026

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