AI RESEARCH
Beyond Task-Driven Features for Object Detection
arXiv CS.CV
•
ArXi:2604.03839v1 Announce Type: new Task-driven features learned by modern object detectors optimize end task loss yet often capture shortcut correlations that fail to reflect underlying annotation structure. Such representations limit transfer, interpretability, and robustness when task definitions change or supervision becomes sparse. This paper