The pictures inside our training knowledge are crawled from the web (most are serious photos), even though there may be a fair number of cartoon photos inside the training facts of CLIP. The second change lies in The truth that CLIP uses picture-textual content pairs with strong semantic correlation (by term filtering) although we use weakly correl
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