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6 积分 2025-10-05 加入
Uncertainty-guided Bayesian continual learning for robust nonlinear impairment estimation in evolving optical networks
1天前
已完结
Cross-Domain Generalization in Optical Networks Via Joint Contrastive and Classification Learning
8天前
已完结
Overview of ML-aided QoT Estimation in Optical Networks: A Perspective of Model Generalization
11天前
已完结
Supervised graph convolution networks for OSNR and power estimation in optical mesh networks
19天前
已完结
Robust GSNR estimation in dynamic C + L-band optical networks: benchmarking a DNN and an Edge-GAT under adversarial attacks
23天前
已完结
Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks
24天前
已完结
Towards vendor-agnostic real-time optical network design with extended Kalman state estimation and recurrent neural network machine learning [Invited]
1个月前
已完结
Cross-Operator and Security-Preserving Federated QoT Estimation over Heterogeneous SDM Optical Networks
1个月前
已完结
Adaptive-Transformer-Driven Transfer Learning for Online GSNR Optimization in Heterogeneous C+L-Band Networks
1个月前
已完结
SAA-U-Net: A Novel Architecture for Accurate QoT Prediction in Optical Networks
1个月前
已完结
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