Yes, there is! Under means something is directly below or under another. Underneath means something is covered by something else, or beneath it. Although sometimes they are used interchangeably.
Ex: Your shoes are underneath the table.
= Your shoes are under the table.
Ex: My phone was underneath my book.
Ex: The clock hangs just under the painting.