Jianlu Cai

HSE: Hybrid Species Embedding for Deep Metric Learning

Deep metric learning is crucial for finding an embedding function that can generalize to training and testing data, including unknown test classes. However, limited training samples restrict the model's generalization to downstream tasks. While adding new training samples is a promising solution, de…