no code implementations • 19 Feb 2024 • Gunnar Blohm, Benjamin Peters, Ralf Haefner, Leyla Isik, Nikolaus Kriegeskorte, Jennifer S. Lieberman, Carlos R. Ponce, Gemma Roig, Megan A. K. Peters
Generative adversarial collaborations (GACs) are a form of formal teamwork between groups of scientists with diverging views.
no code implementations • 26 Dec 2022 • Binxu Wang, Carlos R. Ponce
This shows the power of level sets as a conceptual tool to understand neuronal activations over image space.
1 code implementation • 14 Apr 2022 • Binxu Wang, Carlos R. Ponce
To find these patterns, we have used black-box optimizers to search a 4096d image space, leading to the evolution of images that maximize neuronal responses.
1 code implementation • 15 Jan 2021 • Binxu Wang, Carlos R. Ponce
Our results illustrate that defining the geometry of the GAN image manifold can serve as a general framework for understanding GANs.