BEVERLY HILLS, Calif. — "Slumdog Millionaire" lived up to its underdog theme at Sunday's Golden Globes, sweeping all four of its categories, including best drama and director for Danny Boyle.

Kate Winslet won two Globes all on her own, best dramatic actress for "Revolutionary Road" and supporting actress for "The Reader." "The Wrestler" also had two, dramatic actor for Mickey Rourke and best song for Bruce Springsteen.

"Golden Globes, or the GGs as we very affectionately refer to them — your mad, pulsating affection for our film is much appreciated. Really, deeply appreciated," Boyle said.

"Slumdog Millionaire" also won best screenplay and musical score, firming up its prospects for the Academy Awards. The film features a generally unknown cast in the story of an orphan boy in Mumbai who rises from terrible hardship to become a champ on India's version of "Who Wants to Be a Millionaire," all the while trying to reunite with a lost love from his childhood.

"We really weren't expecting to be here in America at all at one time, so it's just amazing to be here," said Simon Beaufoy, whose winning script was adapted from Vikas Swarup's novel "Q & A."

Winslet, who has previously been nominated five times without winning at both the Globes and Oscars, won for her role as a woman in a crumbling marriage in "Revolutionary Road" and as a former Nazi concentration camp guard in "The Reader."

"Revolutionary Road" was directed by Winslet's husband, Sam Mendes, and reunited her with her "Titanic" co-star Leonardo DiCaprio.

To DiCaprio, Winslet gushed: "I've loved you for 13 years and your performance in this film is nothing short of spectacular." To Mendes, she added: "Thank you for directing this film, babe, and thank you for killing us every single day and really enjoying us actually being in such horrific pain."

Woody Allen's Spanish romance "Vicky Cristina Barcelona" won for best musical or comedy film.

The three films that led the Globe field with five nominations each — "The Curious Case of Benjamin Button," "Doubt" and "Frost/Nixon" — all were shut out.

As expected, the late Heath Ledger earned the supporting-actor Globe for his diabolical turn as the Joker in the Batman blockbuster "The Dark Knight." The Globe win boosts Ledger's prospects for the supporting-actor honor at the Oscars, whose nominations come out Jan. 22, the one-year anniversary of the actor's death from an accidental overdose of prescription drugs.