2022
Proper Reuse of Image Classification Features Improves Object Detection
CVPR 2022oral
A common practice in transfer learning is to initialize the downstream model weights by pre-training on a data-abundant upstream task. In object detection specifically,the feature backbone is typically initialized with ImageNet classifier weights and fine-tuned on the object detection task. Recent w…