Zizi - Queering the Dataset
Synopsis
‘Zizi - Queering the Dataset’ aims to tackle the lack of representation and diversity in the training datasets often used by facial recognition systems. The video was made by disrupting these systems and re-training them with the addition of 1000 images of drag and gender fluid faces found online. This causes the weights inside the neural network to shift away from the normative identities it was originally trained on and into a space of queerness. ‘Zizi - Queering The Dataset’ lets us peek inside the machine learning system and visualise what the neural network has (and hasn’t) learnt. The work is a celebration of difference and ambiguity, which invites us to reflect on bias in our data driven society.
You might also like

Plastic surgeon Larry Roberts performs a series of minor alterations on a group of models who are seeking perfection. The operations are a resounding success. But when someone starts killing his beautiful patients, Dr. Roberts becomes suspicious and starts investigating. What he uncovers are the mysterious - and perhaps murderous - activities of a high-tech computer company called Digital Matrix.
Looker

Martin Scorsese’s portrait of writer and social commentator Fran Lebowitz, celebrated for her sharp wit and observations on modern life. Filmed at New York’s Waverly Inn and intercut with archival footage and interviews, the documentary captures Lebowitz’s distinctive worldview through her spontaneous monologues and public appearances.
Public Speaking

Exploring the fallout of MIT Media Lab researcher Joy Buolamwini's startling discovery that facial recognition does not see dark-skinned faces accurately, and her journey to push for the first-ever legislation in the U.S. to govern against bias in the algorithms that impact us all.
Coded Bias

Bill Whitney is worried that he is different to his sister and parents. They mix with other upper-class people while Bill is more down to earth. Even his girlfriend seems a bit odd. All is revealed when Bill returns home to find a party in full swing.
Society

Unravel the case of Utah therapist Jodi Hildebrandt, whose child abuse arrest with parenting YouTuber Ruby Franke exposed a twisted tale of manipulation.
Evil Influencer: The Jodi Hildebrandt Story

Not only is Jessica Spencer the most popular girl in school -- she is also the meanest. But things change for the attractive teen when a freak accident involving a cursed pair of earrings and a chance encounter at a gas station causes her to switch bodies with Clive, a sleazy crook. Jessica, in the form of the repulsive Clive, struggles to adjust to this radical alteration and sets out to get her own body back before the upcoming prom.
The Hot Chick

Caleb, a coder at the world's largest internet company, wins a competition to spend a week at a private mountain retreat belonging to Nathan, the reclusive CEO of the company. But when Caleb arrives at the remote location he finds that he will have to participate in a strange and fascinating experiment in which he must interact with the world's first true artificial intelligence, housed in the body of a beautiful robot girl.
Ex Machina

A drama centered on a go-go dancer with multiple personality disorder who struggles to remain her true self and begins working with a psychotherapist to uncover the mystery of the inner ghosts that haunt her.
Frankie & Alice

In this filmed version of cult film director John Waters' popular one-man show, the Pink Flamingos and A Dirty Shame director takes the stage to discuss everything from his early influences, fondest career memories, and notorious struggles against the MPAA rating system. Part endearing memoir and part hilarious lecture, This Filthy World touches on everything from the insanity of contemporary pop culture to the director's unforgettable early collaborations with inimitable Pink Flamingos star Divine.
This Filthy World

When an all-powerful Superintelligence chooses to study the most average person on Earth, Carol Peters, the fate of the world hangs in the balance. As the A.I. decides to enslave, save or destroy humanity, it’s up to Carol to prove that people are worth saving.
Superintelligence

Manhattan drag queens Vida Boheme and Noxeema Jackson impress regional judges in competition, securing berths in the Nationals in Los Angeles. When the two meet pathetic drag novice Chi-Chi Rodriguez — one of the losers that evening — the charmed Vida and Noxeema agree to take the hopeless youngster under their joined wing. Soon the three set off on a madcap road trip across America and struggle to make it to Los Angeles in time.
To Wong Foo, Thanks for Everything! Julie Newmar

When a group of naive teens working at a movie theater in a small Christian town discover a mysterious film hidden in its basement, they unleash an alluring succubus who gives them a sex education…written in blood.
Porno

NUDE explores perceptions of nudity in art by chronicling the creative process of photographer David Bellemere as he's commissioned by NU Muses founder Steve Shaw to shoot a fine art calendar of nude photographs.
Nude

It’s the ‘80s once again, new wave angst and genderbending fashion are all the rage, but new kid at school, Chance Marquis, is trying to find new ways to stand out. Being an odd and somewhat awkward teenager makes him the target of the school bully. To deal with this dilemma, Chance turns to the opposite ends of the high school spectrum for help. On one side is the flamboyant drag queen and at the other, the varsity jock, Levi Sparks with whom Chance develops a unique friendship.
The Curiosity of Chance

The life and career of one of comedy's most inimitable modern voices, Mr. Gilbert Gottfried.
Gilbert

Two drag performers and a transgender woman travel across the desert to perform their unique style of cabaret.
The Adventures of Priscilla, Queen of the Desert

An investigation of how Hollywood's fabled stories have deeply influenced how Americans feel about transgender people, and how transgender people have been taught to feel about themselves.
Disclosure

Football star Charlie has the world at her feet. With a top club desperate to sign her, her future is seemingly mapped out. But the teenager sees only a nightmare. Raised as a boy, Charlie is torn between wanting to live up to her father's expectations and shedding this ill fitting skin.
Just Charlie

A documentary about the making of David Fincher's 2008 film THE CURIOUS CASE OF BENJAMIN BUTTON. Virtually every element in the evolution of the Fincher's film is documented here, from the project's attachment to numerous other directors during the 1990s, to its shoot in 2006 and 2007 in New Orleans, to its complex, CGI-intensive postproduction process.
The Curious Birth of Benjamin Button

Interview with Jason Holliday aka Aaron Payne. House-boy, would-be cabaret performer, and self-proclaimed hustler giving one man's gin-soaked, pill-popped view of what it was like to be black and gay in 1960s United States. Preserved by the Academy Film Archive in partnership with Milestone Films in 2013.