Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines

no code implementations • 1 Jun 2022 • Camilo Fosco, Emilie Josephs, Alex Andonian, Allen Lee, Xi Wang, Aude Oliva

Second, they allow us to generate novel "Deepfake Caricatures": transformations of the deepfake that exacerbate artifacts to improve human detection.

DeepFake Detection Face Swapping +2

Nine Best Practices for Research Software Registries and Repositories: A Concise Guide

2 code implementations • 24 Dec 2020 • Task Force on Best Practices for Software Registries, :, Alain Monteil, Alejandra Gonzalez-Beltran, Alexandros Ioannidis, Alice Allen, Allen Lee, Anita Bandrowski, Bruce E. Wilson, Bryce Mecum, Cai Fan Du, Carly Robinson, Daniel Garijo, Daniel S. Katz, David Long, Genevieve Milliken, Hervé Ménager, Jessica Hausman, Jurriaan H. Spaaks, Katrina Fenlon, Kristin Vanderbilt, Lorraine Hwang, Lynn Davis, Martin Fenner, Michael R. Crusoe, Michael Hucka, Mingfang Wu, Neil Chue Hong, Peter Teuben, Shelley Stall, Stephan Druskat, Ted Carnevale, Thomas Morrell

Scientific software registries and repositories serve various roles in their respective disciplines.

Digital Libraries Computers and Society

Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorability

1 code implementation • ECCV 2020 • Anelise Newman, Camilo Fosco, Vincent Casser, Allen Lee, Barry McNamara, Aude Oliva

Based on our findings we propose a new mathematical formulation of memorability decay, resulting in a model that is able to produce the first quantitative estimation of how a video decays in memory over time.

We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos

1 code implementation • ECCV 2020 • Alex Andonian, Camilo Fosco, Mathew Monfort, Allen Lee, Rogerio Feris, Carl Vondrick, Aude Oliva

This allows our model to perform cognitive tasks such as set abstraction (which general concept is in common among a set of videos?

Decision Making Odd One Out