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LightCLIP: Learning Multi-Level Interaction for Lightweight Vision-Language Models
Moreover, based on the observation that the accuracy of CLIP model does not increase correspondingly as the parameters of text encoder increase, an extra objective of masked language modeling (MLM) is leveraged for maximizing the potential of the shortened text encoder.
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