Omni-supervised shadow detection with vision foundation model

Z Qian, W Wu, XT Wu, XD Chen - Journal of Visual Communication and …, 2024 - Elsevier
Weakly supervised shadow detection has been spreading as cheaper labeling costs in
recent years. However, these works tend to use a single annotation manner, ie, scribble, it …

Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data

HÂ Lê, MT Pham - arXiv preprint arXiv:2311.04040, 2023 - arxiv.org
Multi-task partially annotated data where each data point is annotated for only a single task
are potentially helpful for data scarcity if a network can leverage the inter-task relationship. In …