If it is an adverb modifying an adjective, then no:
I am happy : I am very happy
"Regarded as a local hero, he is loved by all in his home town."
"He is much loved by his family and friends."
However, when two or more words are used as a unit to qualify a noun, then yes:
"He was a much-loved man who will be sadly missed by his family and friends."