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.
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 • 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.