Index: wp-admin/includes/class-wp-media-list-table.php
===================================================================
--- wp-admin/includes/class-wp-media-list-table.php	(revision 22964)
+++ wp-admin/includes/class-wp-media-list-table.php	(working copy)
@@ -416,7 +416,7 @@
 					$actions['delete'] = "<a class='submitdelete'$delete_ays href='" . wp_nonce_url( "post.php?action=delete&amp;post=$post->ID", 'delete-post_' . $post->ID ) . "'>" . __( 'Delete Permanently' ) . "</a>";
 				}
 			}
-			if ( !$this->is_trash ) {
+			if ( !$this->is_trash and 'auto-draft' != get_post_status( $post ) ) {
 				$title =_draft_or_post_title( $post->post_parent );
 				$actions['view'] = '<a href="' . get_permalink( $post->ID ) . '" title="' . esc_attr( sprintf( __( 'View &#8220;%s&#8221;' ), $title ) ) . '" rel="permalink">' . __( 'View' ) . '</a>';
 			}