Yugeng Lin

UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers

Object detection with transformers (DETR) reaches competitive performance with Faster R-CNN via a transformer encoder-decoder architecture. Inspired by the great success of pre-training transformers in natural language processing, we propose a pretext task named random query patch detection to Unsup…