Anne Hathaway's husband Adam Shulman can't take his eyes off his wife at the ...

They are one of the most elusive couples in

And Anne Hathaway proudly displayed her love for husband Adam Shulman as they both stepped out at the Venice Film Festival on Saturday. 

The Oscar-winning actress, 35, put on quite a leggy display in a billowing grey tunic dress, and her beau, 37, couldn't take his eyes off the stunning as they made their way to the boat.

Venice Film Festival: Anne Hathaway's husband Adam Shulman couldn't take his eyes off his stunning wife as they made a rare appearance at the star-studded event

Venice Film Festival: Anne Hathaway's husband Adam Shulman couldn't take his eyes off his stunning wife as they made a rare appearance at the star-studded event

Anne teetered through the cobbles in a pair of sparkling jeweled heels and toted a chic white leather clutch bag for the glamorous evening. 

The Les Misérables star looked ever the A-list with sophisticated cat-eyed shades and added extra glam with gold statement earrings. 

Anne styled her chestnut locks in a sleek straight 'do while nude make-up highlighted her natural

Glamorous: The Oscar-winning actress, 35, put on quite a leggy display in a billowing grey tunic dress

Glamorous: The Oscar-winning actress, 35, put on quite a leggy display in a billowing grey tunic dress

Actor husband Adam looked just as stylish in his evening attire, pairing a white polo shirt with a black jumper and matching slacks. 

The silver fox sported some scruff around his jawline as he accompanied his love to the boat before heading to the star-studded red carpet. 

Anne and Adam no doubt enjoyed some couple's time together as the couple raise their son Jonathan, two, together. 

The showbiz couple got married in 2012 in a traditional Jewish ceremony in California's Big Sur.

Stylish couple: Anne teetered through the cobbles in a pair of sparkling jeweled heels and toted a chic white leather clutch bag for the glamorous evening

Stylish couple: Anne teetered through the cobbles in a pair of sparkling jeweled heels and toted a chic white leather clutch bag for the glamorous evening

Stepping out: The Les Misérables star looked ever the A-list beauty with sophisticated cat-eyed shades and added extra glam with gold statement earrings

Stepping out: The Les Misérables star looked ever the A-list with sophisticated cat-eyed shades and added extra glam with gold statement earrings

Their outing comes after Anne opened up about the empowering, body-positive environment on the set of Ocean's Eight earlier this year.   

The New York City native said she grew close with her famed castmates in the film - including , Sandra Bullock, Cate

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