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cs.CV2022★ 1 cited
Metric Learning as a Service with Covariance Embedding
Imam Mustafa Kamal, Hyerim Bae, Ling Liu
With the emergence of deep learning, metric learning has gained significant popularity in numerous machine learning tasks dealing with complex and large-scale datasets, such as inf…
cs.LG2022★ 5 cited
Selecting and Composing Learning Rate Policies for Deep Neural Networks
Yanzhao Wu, Ling Liu
The choice of learning rate (LR) functions and policies has evolved from a simple fixed LR to the decaying LR and the cyclic LR, aiming to improve the accuracy and reduce the train…