Yannis Avrithis

All the attention you need: Global-local, spatial-channel attention for image retrieval

2021 · arXiv (Cornell University)

We address representation learning for large-scale instance-level image retrieval. Apart from backbone, training pipelines and loss functions, popular approaches have focused on different spatial pooling and attention mechanisms, which are at the core of learning …