ADAPTIVE WEIGHT DECAY FOR DEEP NEURAL NETWORKS

Adaptive Weight Decay for Deep Neural Networks

Regularization in the optimization of deep neural networks is often critical to avoid undesirable Walking Stick over-fitting leading to better generalization of model.One of the most popular regularization algorithms is to impose L2 penalty on the model parameters resulting in the decay of parameters, called weight-decay, and the decay rate is gene

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A photoactive injectable antibacterial hydrogel to support chemo-immunotherapeutic effect of antigenic cell membrane and sorafenib by near-infrared light mediated tumor ablation

Intravenously administered nanocarriers suffer from off-target distribution, pre-targeting drug leakage, and rapid clearance, limiting their efficiency in tumor eradication.To bypass these challenges, an injectable hydrogel with time- and temperature-dependent viscosity enhancement behavior and self-healing property are reported to assist in the re

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