no code implementations • ICML 2020 • Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber, Daniel Yamins
World models are a family of predictive models that solve self-supervised problems on how the world evolves.
1 code implementation • 17 Sep 2021 • Robert D. Hawkins, Megumi Sano, Noah D. Goodman, Judith E. Fan
From photorealistic sketches to schematic diagrams, drawing provides a versatile medium for communicating about the visual world.
no code implementations • 15 Jul 2020 • Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber, Daniel Yamins
Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal horizons, and an understanding of the behavioral patterns of other agents.
1 code implementation • 9 Jul 2020 • Chuang Gan, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, Antonio Torralba, James J. DiCarlo, Joshua B. Tenenbaum, Josh H. McDermott, Daniel L. K. Yamins
We introduce ThreeDWorld (TDW), a platform for interactive multi-modal physical simulation.