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Manuscript received ; revised . (Corresponding author: Wenlong Niu.)This work was supported by the Civil Aerospace Pre-research Project under Grant D040103. All authors are with the Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, Chinese Academy of Sciences, Beijing 100190, China. Weihua Gao is also with the School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing 100049, China. (e-mail: gaoweihua22@mails.ucas.ac.cn; niuwenlong@nssc.ac.cn)
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Ditch the pixel-perfect annotations: this method achieves near state-of-the-art infrared small target detection using only point annotations, slashing annotation costs.