TimeSemantic
–Neural Information Processing Systems
Yet for real-time semantic segmentation, pure CNN-based approaches still dominate in this field, due to the time-consuming computation mechanism of transformer. We propose RTFormer, an efficient dual-resolution transformer for real-time semantic segmenation, which achievesbetter trade-off between performance and efficiency than CNN-based models.
Neural Information Processing Systems
Feb-8-2026, 04:54:13 GMT