It's actually coming from pdftohtml, the tool calibre uses for the initial conversion. You can override it with the extra css setting in the look & feel section of the calibre conversion dialog. Something like:
Code:
body {
background-color: white !important;
}
I'll look into convincing pdftohtml to stop doing that when I have a moment.