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Ericsson Research
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Explicitly modeling latent temporal dynamics can dramatically enhance CSI compression performance in wireless systems, especially when feedback resources are limited.
SGD-ER demonstrates that adaptively escalating the learning rate upon convergence stagnation can significantly improve test accuracy compared to fixed learning rate schedules.