Kendall N. Niles

Few-Shot Learning in Video and 3D Object Detection: A Survey

2025 · arXiv (Cornell University)

Few-shot learning (FSL) enables object detection models to recognize novel classes given only a few annotated examples, thereby reducing expensive manual data labeling. This survey examines recent FSL advances for video and 3D object detection. …