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Wuhyun Shin

2 accepted papers

2022

Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity

ICLR 2022poster

DETR is the first end-to-end object detector using a transformer encoder-decoder architecture and demonstrates competitive performance but low computational efficiency. The subsequent work, Deformable DETR, enhances the efficiency of DETR by replacing dense attention with deformable attention, which…