Jun-Jie Cai

Learning Discriminative Representations of Landslides via Deep Metric Learning Under Limited Supervision

Detecting low-contrast targets from complex backgrounds in remote sensing, such as landslides, poses fundamental challenges for learning discriminative representations under limited expert annotations. Deep metric learning (DML) provides a principled framework for learning discriminative representations by explicitly s...