Qiang-Sheng Hua

Shortcut-Resistant CAM Distillation for Long-Tailed Recognition

Real-world datasets often follow a long-tailed distribution, making generalization to tail classes difficult. We revisit this problem through the lens of shortcut learning, where models prefer the easiest predictive cues (e.g., background or textures) over object-centric semantics, especially under …