A poor first half display meant the Hoops had to come from behind to claim a 1-1 draw at Celtic Park.
The Glasgow giants now go into Wednesday's clash with Hearts with just one win in their past seven games while the Jambos sit top of the Scottish Championship as they bid to bounce straight back up following relegation last season.
However, Deila says he is confident his side will respond accordingly and get back to winning ways.
"We will be meeting a good team at Celtic Park and can bounce back in just a few days after a bad performance," the Celtic manager said.
"I'm really looking forward to the game
Our dream is to win the Treble
So this cup is important to us and we are going to go with our strongest team in this game."
Club captain Scott Brown believes Celtic will soon hit full stride once the new players brought in by Deila adjust to life at the club.
The Scottish champions have made a stuttering start to the season but midfielder Brown insists progress is being made.
"It's hard for people coming into this squad," the Celtic captain said.
"There are a lot of people who have been here for a few years and struggled when they first came into the squad, including myself
Everyone knows how hard it is to come into it.
"There are a lot of new faces, so it will take a little while to gel together but it's definitely coming as it's been coming on the training field, and hopefully we can do that in matches as well.
"It's only one bad performance in the last couple of games
We have been getting better and better
It's a small setback and we will definitely kick on."
Elsewhere on Wednesday, Dundee United host Dundee at Tannadice in the second Dundee derby in just three days.
United brought their city rivals' unbeaten start to the season to an emphatic end on Sunday as they triumphed 4-1 at Dens Park to go top of the table and will be favourites to progress to the quarter-finals.
High-flying Hamilton take on Motherwell at New Douglas Park in the first Lanarkshire derby of the season as both sides battle it out for a place in the last eight
Hamilton are unbeaten in seven matches while Motherwell will take heart from their weekend draw with Motherwell.
Tuesday
Aberdeen v Livingston
Falkirk v Rangers
Kilmarnock v St Johnstone
Partick Thistle v St Mireen
Ross County v Hibernian
Wednesday
Celtic v Hearts (1915)
Dundee United v Dundee
Hamilton v Motherwell
Source : AFP
Source: AFP