Search Results for author: Ziv Epstein

Found 7 papers, 1 papers with code

Art and the science of generative AI: A deeper dive

no code implementations7 Jun 2023 Ziv Epstein, Aaron Hertzmann, Laura Herman, Robert Mahari, Morgan R. Frank, Matthew Groh, Hope Schroeder, Amy Smith, Memo Akten, Jessica Fjeld, Hany Farid, Neil Leach, Alex Pentland, Olga Russakovsky

A new class of tools, colloquially called generative AI, can produce high-quality artistic media for visual arts, concept art, music, fiction, literature, video, and animation.

Social influence leads to the formation of diverse local trends

no code implementations17 Aug 2021 Ziv Epstein, Matthew Groh, Abhimanyu Dubey, Alex "Sandy" Pentland

How does the visual design of digital platforms impact user behavior and the resulting environment?

Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds

1 code implementation13 May 2021 Matthew Groh, Ziv Epstein, Chaz Firestone, Rosalind Picard

The recent emergence of machine-manipulated media raises an important societal question: how can we know if a video that we watch is real or fake?

DeepFake Detection Face Swapping

Interpolating GANs to Scaffold Autotelic Creativity

no code implementations21 Jul 2020 Ziv Epstein, Océane Boulais, Skylar Gordon, Matt Groh

By interpolating categories generated by GANs, it is possible to create novel hybrid images.

Human detection of machine manipulated media

no code implementations6 Jul 2019 Matthew Groh, Ziv Epstein, Nick Obradovich, Manuel Cebrian, Iyad Rahwan

Here we report on a randomized experiment designed to study the effect of exposure to media manipulations on over 15, 000 individuals' ability to discern machine-manipulated media.

Causal Identification Human Detection

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