In my second viewing I noticed that at the end of the movie Bucky said to Captain America while hugging him and before traveling back in time "We will miss you." Although Hulk said that he is going for only 5 seconds. That means that Cap and Bucky definitely had a conversation about staying in the past. Nice touch by the writers/directors.