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20232026
most citedEnhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework

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cs.CV2026

Diffuse to Detect: Bi-Level Sample Rebalancing with Pseudo-Label Diffusion for Point-Supervised Infrared Small-Target Detection

Zhu Liu, Yuanhang Yao, Ping Qian +2

Point supervision has become a scalable solution to address dense annotation for infrared small target detection, but its performance is limited by two coupled bottlenecks: unstabl…