1 code implementation • 22 Apr 2024 • Achyuta Rajaram, Neil Chowdhury, Antonio Torralba, Jacob Andreas, Sarah Schwettmann
To date, most discoveries of network subcomponents that implement human-interpretable computations in deep vision models have involved close study of single units and large amounts of human labor.
no code implementations • 22 Apr 2024 • Tamar Rott Shaham, Sarah Schwettmann, Franklin Wang, Achyuta Rajaram, Evan Hernandez, Jacob Andreas, Antonio Torralba
Interpretability experiments proposed by MAIA compose these tools to describe and explain system behavior.
no code implementations • 30 Nov 2022 • Kyoungwan Woo, Achyuta Rajaram
The model follows the characteristics of the given dataset, resulting in lower generalizeability but higher performance on tasks such as real time up-scaling.