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Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
2024-01-16
· ICLR 2024 spotlight ·
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Findings
IC-742
ResNet-50-BN on Waterbirds relies on background as a spurious feature for classification, and this shortcut is invisible to entropy-based confidence metrics