Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization

Shuaicheng Niu, Guohao Chen, Deyu Chen +7

Test-time adaptation (TTA) may fail to improve or even harm the model performance when test data have: 1) mixed distribution shifts, 2) small batch sizes, 3) online imbalanced labe…