No, in this case, "thick" and "thin" are adjectives without a stated noun to modify. " In both these paraphrases, the noun being modified is added for clarity.
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Anonymousadjectives are objects of the preposition in "through thick and thin", aren't they?Yes, but I would call them pronomials, since they stand for the elided nouns.