Bianca Censori always draws attention when she’s out in public … even when she’s trying to keep a low profile like she was in L.A. on Tuesday as our cameras photographed.

And that’s not all … we also caught a sneak peek at Kanye West with Bianca after the rapper fell under the radar following his circus-like appearance at the Diddy trial.

But first … back to Bianca and the salon… the wife of Mr. West was captured by paparazzi leaving a beauty parlor in Bev Hills known for its luxurious treatments after she apparently spent a couple hours getting a fancy skincare treatment.

A black sweater and sunglasses made it harder to recognize Bianca — but, she did nothing to cover up her long legs … wearing a pair of tiny booty shorts. So, even if she’s dressing a bit more modestly than her Grammys appearance, it ain’t like she’s gone too conservative.

Later in the day, Bianca was spotted driving around the city in a Porsche with her man … driving the high-end vehicle in virtual silence, it seems.

While many wondered if Kanye might testify in Diddy‘s trial in NYC after appearing for a few minutes at the proceedings last week, he’s back in L.A. now … and, it seems neither the prosecution nor the defense has any plans to hear what Ye has to say.