It only stops progressing. According to my doctor, the scar tissue is impossible to reverse. Luckily, It didn't affect my cardiovascular ability. I can still surf big waves like a normal surfer.
If I google "pulmonary fibrosis reversal" a number of things come up although they all appear to still be in the research phase. Never say never.