Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering

Chang Liu, Han Yu, Boyang Li +6

Noisy labels are commonly found in real-world data, which cause performance degradation of deep neural networks. Cleaning data manually is labour-intensive and time-consuming. Prev…