Multi-source-free domain adaptive object detection

S Zhao, H Yao, C Lin, Y Gao, G Ding - International Journal of Computer …, 2024 - Springer
To enhance the transferability of object detection models in real-world scenarios where data
is sampled from disparate distributions, considerable attention has been devoted to domain …

When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels

Y Liu, W Li, C Wang, H Chen, Y Yuan - International Conference on …, 2024 - Springer
Tooth point cloud segmentation is a fundamental task in many orthodontic applications.
Current research mainly focuses on fully supervised learning which demands expensive …

Source-free domain transfer algorithm with reduced style sensitivity for medical image segmentation

J Lin, X Yu, Z Wang, C Ma - PloS one, 2024 - journals.plos.org
In unsupervised transfer learning for medical image segmentation, where existing
algorithms face the challenge of error propagation due to inaccessible source domain data …