Hongliang Zhou

When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection

Few-shot object detection aims to detect novel classes with limited samples. Recent methods have leveraged the rich semantic representations of pretrained vision transformer (ViT) to overcome the limitations of model fine-tuning, thereby improving the performance on novel classes. However, existing…