Shanghua Gao

RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks

2022 · arXiv (Cornell University)

Temporal/spatial receptive fields of models play an important role in sequential/spatial tasks. Large receptive fields facilitate long-term relations, while small receptive fields help to capture the local details. Existing methods construct models with hand-designed receptive …