Having the same problem, I tried adding
scrollProperty and horizontalScrolling
Although this led to my background not loading.
Removing both properties and starting Stellar as ..
$.stellar({}) instead of $.stellar()
(e.g. on Stellar website)
Parallax works like a charm.
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