Learning Task-Aware Sampling with Shared Saliency through Density-Equalizing Mappings

Tsz Lok Ip, Han Zhang, Lok Ming Lui

In image and surface-based learning tasks, convolutional features are typically extracted using receptive fields that are sampled uniformly across the entire domain. However, infor…