Shortcut to Nowhere: Demystifying Deep Spurious Regression 事件

Shortcut to Nowhere: Demystifying Deep Spurious Regression arXiv:2606.01723v1 Announce Type: cross Abstract: Real-world regression often exhibits shortcuts: attributes that are spuriously correlated with continuous targets in training, yet unreliable under deployment shifts; regressing targets using such shortcuts may fail catastrophically at test time. Existing studies on spurious correlations focus primarily on classification, where labels are categorical and groups are naturally defined. How