Per-Pixel Classification is Not All You Need for Semantic Segmentation

Mask classification is sufficiently general to solve both semantic and instance-level segmentation tasks in a unified manner using the exact same model, loss, and training procedure.

2021: Bowen Cheng1, Alexander G. Schwing, Alexander Kirillov

https://arxiv.org/abs/2107.06278v1