Based on the user manual for this printer, I would say no. Plain Multi-Purpose Paper, Laser Print Paper, Recycled Paper, Avery 5160 labels, Envelopes, and Glossy Paper are the recommended print media on page 38 of the manual.
Page 38 of the manual does not say card stock can not be used, but I have used card stock feeding it through the manual feed tray. So maybe transparency stock can be used... but I can't answer your question for certain. When in doubt, call the manufacturer.