The posters bearing the names of the late Union minister's daughters Pankaja Munde, a minister in the state government, and Pritam, an MP, also have the name of Khadse who has been embroiled in a series of controversies.
The posters are put up in various parts of the city.
"Such a leader won't be there ever again," one poster says, paying tributes to Munde.
A Congress leader said the remark is apparently aimed at Khadse's "detractors" within the BJP suggesting the embattled leader lacks support from the party as he faces controversies.
Khadse wasn't available for comment.