I don't have that particular one, but I do grow Diplocaulobium aratriferum and stelliferum. They seem to drop older leaves but make new growth and seem quite healthy. So that might just be force of nature.
When it DOES bloom, the photo I found of the species seems spectacular. But if it is anything like others of the genus, flowers last only a day or less - so don't postpone getting photos!