Test-Time Distribution Normalization for Contrastively Learned Vision-language Models Yifei Zhou

Neural Information Processing Systems 

This paper reveals that the common downstream practice of taking a dot product is only a zeroth-order approximation of the optimization goal, resulting in a loss of information during test-time.

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