Although the couple are putting on a united front, insiders claim they are still having ''issues'' following a difficult year, in which Kim, 36, was robbed at gunpoint and Kanye, 39, was rushed to hospital after a meltdown caused by sleep deprivation and exhaustion.
A source told PEOPLE: ''Things are still not great. Kim and Kanye continue to spend time with the kids. They act friendly, but the passion seems to be missing.''
However, another insider recently insisted the couple - who have children North, three and Saint, 12 months, together - are working hard to keep their marriage on track.
The source said: ''Kim and Kanye have to work at their marriage, just like any couple. Of course, there are some bumps in the road at times, but that's not unlike any other marriage. It takes work. They are definitely still together and more madly in love than ever.
''Kim is slowly getting back to her normal routine. She finally feels ready to get back out in public, but she is doing it little by little. She does not have any work commitments on her plate until the new year.''
And Kanye is recovering from his own ordeal.
A source said: ''Kanye is doing really well. He's living at home with Kim and the kids. He spends his days with the kids, and plays with them all day long.
''He's still under medical care. He'll do everything and anything to make sure he's in tip-top shape for his family. That's his motivation to get out of any dark spot.''
Sometimes actors are not acting.
We pay tribute to the Queen of Soul, Aretha Franklin, who passed away this week at the age of 76.
'Stage Fright' was released on August 17th, 1970.
We can't wait until the Fall for this gritty historic thriller.
From Robbie Williams to Olly Murs, these musicians are still football mad.
It's a far cry from The Beatles' 'I Wanna Hold Your Hand', but Paul McCartney has unveiled a risque new single entitled 'Fuh You'.
Which of Madonna's many hits do you think is the best?
Absolutely Fabulous: The Movie reunites the pairing of Jennifer Saunders and Joanna Lumley on screen...
Though Derek and Hansel have left the world of fashion modelling behind them, a part...
Derek, Hansel and some other familiar faces are back in Zoolander 2! After offering their...
After a disastrous return to the fashion industry following his retirement, which almost ended in...
While Judith may not have the natural credibility for her job as a marriage counsellor,...
Satan is a studio head. That's really all one can say before starting a review...