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Kun Niu

2 accepted papers

2022

CF-DETR: Coarse-to-Fine Transformers for End-to-End Object Detection

AAAI 2022technical

The recently proposed DEtection TRansformer (DETR) achieves promising performance for end-to-end object detection. However, it has relatively lower detection performance on small objects and suffers from slow convergence. This paper observed that DETR performs surprisingly well even on small objects…

Cited by 41SourcePDFScholar
2021

Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism

ACL 2021long

The ICD coding task aims at assigning codes of the International Classification of Diseases in clinical notes. Since manual coding is very laborious and prone to errors, many methods have been proposed for the automatic ICD coding task. However, existing works either ignore the long-tail of code fre…