Annotation-guided feature augmentation aligns detector features with annotation geometry to reduce shortcut correlations and improve generalization over purely task-driven features.
Advancements in small-object detection (2023–2025): Approaches, datasets, benchmarks, ap- plications, and practical guidance
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Beyond Task-Driven Features for Object Detection
Annotation-guided feature augmentation aligns detector features with annotation geometry to reduce shortcut correlations and improve generalization over purely task-driven features.