Vectormapnet: End-to-end vectorized hd map learning

Y Liu, T Yuan, Y Wang, Y Wang… - … on Machine Learning, 2023 - proceedings.mlr.press
Autonomous driving systems require High-Definition (HD) semantic maps to navigate
around urban roads. Existing solutions approach the semantic map** problem by offline …

Maptrv2: An end-to-end framework for online vectorized hd map construction

B Liao, S Chen, Y Zhang, B Jiang, Q Zhang… - International Journal of …, 2024 - Springer
High-definition (HD) map provides abundant and precise static environmental information of
the driving scene, serving as a fundamental and indispensable component for planning in …

Ctvis: Consistent training for online video instance segmentation

K Ying, Q Zhong, W Mao, Z Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
The discrimination of instance embeddings plays a vital role in associating instances across
time for online video instance segmentation (VIS). Instance embedding learning is directly …

Fastinst: A simple query-based model for real-time instance segmentation

J He, P Li, Y Geng, X ** scenario
Z Li, W Ye, J Terven, Z Bennett… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Amodal Instance Segmentation (AIS) endeavors to accurately deduce complete
object shapes that are partially or fully occluded. However, the inherent ill-posed nature of …