The Lovasz-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks

Arxiv Tensorflow / Pytorch implementation Demo 1. Abstract 1-1.   Loss function for direct optimization w.r.t Jaccard index 1-2.   Optimizing the Jaccard index in a continuous optimization framework 1-3.   Lovasz hinge loss: binary im