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What is Enhanced Training of Query-Based Object Detection Via Selective Query Recollection about?

This paper introduces Selective Query Recollection (SQR), a training strategy designed to improve query-based object detection by addressing mispredictions that occur at later decoding stages. SQR enhances training emphasis on later stages by selectively forwarding intermediate queries from earlier stages, which helps mitigate cascading errors and improves overall performance. Experiments demonstrate that SQR consistently yields significant improvements in average precision across various models and configu

Author

ctow1024

Language

EN