Kapur was infamous for abandoning several films he was originally the Director of. He was originally the Director of the 1989 film Joshilaay, which starred Sunny Deol, Anil Kapoor, Sridevi and Meenakshi Sheshadri before leaving the production halfway, and its Producer Sibti Hassan Rizvi stepped in to complete the film. In 1992, he had shot some scenes for Barsaat, which was originally titled Champion and was going to be the debut film of Bobby Deol, but he left the production and was replaced by Rajkumar Santoshi. In 1992, he was set to direct the science-fiction film titled Time Machine, which was to star Aamir Khan, Raveena Tandon, Naseeruddin Shah and Rekha, but he abandoned the project halfway through due to financial problems. The film was left incomplete, although there were talks many years later that Kapur would revive the project with a new cast, which never happened.. In 1995, he partly directed Dushmani, starring Sunny Deol, Jackie Shroff and Manisha Koirala before its Producer Bunty Soorma stepped in to complete the film.