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@@ -29,8 +29,8 @@ improving the zero-shot generalization capacity of VLMs.
 According to the characteristics of these VL tasks, we build different fully TTA pipelines with RLCF to improve the zero-shot generalization ability of various VLMs.
 Extensive experiments along with promising
 empirical results demonstrate the effectiveness of RLCF.
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 <h2 id="rlcf"><strong>Reinforcement learning with CLIP feedback</strong></h2>