arxiv: https://arxiv.org/abs/1803.01534 key point this paper propose a network structure(“PANet”) with bottom up path augmentation and a few other tweak methods which results in better instance segmentation performance.
arxiv: https://arxiv.org/pdf/1807.06521.pdf key point trying to attach attention module to CNN. but instead of blindly attaching it which would compute a 3D attention map which is computationally expensive, this work proposes to compute spatial attention Read more…
arxiv: https://arxiv.org/abs/1406.4729 key points pools a fixed number of features from final feature map of backbone which can be fed to the dense layer afterwards, thus allowing network to work in a non-fixed input size Read more…