Collect our favorite celebrity outfits every week.

Welcome to NYLON’s Fit Picks, this is a weekly roundup of our favorite celebrity outfits.

Even the most famous celebrities cannot escape the arduous task of last-minute Halloween costume shopping. In New York City, someone spotted Bella Hadid staying at the holiday franchise store Spirit for a short time before Halloween. Her errand style is very suitable for the cool autumn weather in this city, and one of her individual accessories may eventually become a major trend in winter.

Hadid wore a bright green and yellow tie-dye sweater dress and a comfortable quilted vest. Her mud-green sneakers added a highlight to the whole look, but what quickly caught our attention was Hadid's choice of accessories: a pair of furry blue earmuffs that also double as headphones. This product is actually the work of Kerwin Frost, who collaborated with Beats by Dre, and only 10 of them are specially made. (It seems that Hadid is one of the few lucky hosts.)

It is no surprise that Hadid chose such an outdoor item to complete her off-get off work ensemble, because the 25-year-old model is not afraid to try her own personal style. Her latest birthday outfit is proof: in the 1998 Gucci retro look, she actually wore it upside down to show off the hollow details of the top.

As for whether Hadid's comfortable earmuffs will become an "It" accessory for cold months, it is too early to draw conclusions. Now, we will buy stuffed bucket hats instead.

Next, take a look at our favorite celebrity looks, including Taylor Swift's lace catsuit, Loewe's Lorde, Lizzo's night suit and more.

Taylor Swift, dressed in Sarah Regensburger's Fall 2020 collection of black lace catsuit, paid tribute to Carol King at the initiation ceremony of the Rock and Roll Hall of Fame.

Dua Lipa showed her support for makeup artist Lisa Eldridge and her new Pop-Up Studio in London. Lipa took a business casual look at night, matching a black suit jacket with The Attico jeans, Ed Curtis patchwork top, J. Logan Home fisherman hat and Balenciaga sneakers.

When Phoebe Dynevor screened her new film The Color Room in London, it was Louis Vuitton from head to toe.

When Hailey Bieber was out in Los Angeles, Princess Diana put on sportswear. She wore a loose long-sleeved T-shirt with the New York (formerly New Jersey) Jets, Saint Laurent Le 5 à Hobo bag and SL 462 Sulpice sunglasses, white sneakers and layered jewelry.

Lorde wore a Loewe look from the Loewe 2022 spring collection to attend the "The Originals" special issue dinner hosted by W Magazine in New York City. Her cotton knitted dress is decorated with metal plates on the chest, similar to Zendaya's direct catwalk look at the 2021 WIF awards ceremony.

Singer Ella Eyre wore an all-purple suit to attend the British Vogue and Self-Portrait events in London, with colorful sunglasses, black bra top, black handbag and platform sandals.

Kaia Gerber wore a black knit and sequin evening gown from Marc Jacobs' Fall 2020 collection at the 2021 DKMS Gala.

Slick Woods wore a catsuit with round cutouts, two-tone jeans, a Marcell Von Berlin bag and denim platform boots in Los Angeles to celebrate the unveiling of Neiman Marcus' holiday events and dream gift guide.

Kristen Stewart (Kristen Stewart) continues to promote her new movie "Spencer" in Los Angeles. At the red carpet premiere, she wore a black tube top bra top and a transparent skirt with lace and Chanel bow.

Tommy Dorfman (Tommy Dorfman) dressed in profile Jean Paul Gaultier (Jean Paul Gaultier) attends the American Ballet Theatre Fall 2021 Gala in New York.

Olivia Rodrigo (Olivia Rodrigo) and Jimmy Kimmel (Jimmy Kimmel) styling "fit" reflects all the trends of Generation Z, including plaid corset tops, Marc Jacobs heaven beaded jewelry, and Virgin Suicides style bag, satin midi skirt and thick bottom Dr. Martens.

Lizzo's outing style uses leather from head to toe, including a pullover sports jacket with cutouts on the shoulders, and a pair of matching pants with lace-up details.

The newly appointed Dior global ambassador Anya Taylor-Joy wore a French fashion house gold dress at the Los Angeles premiere of her new film Last Night In Soho.