Search Results for author: Achyuta Rajaram

Found 3 papers, 1 papers with code

Automatic Discovery of Visual Circuits

1 code implementation22 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.

A Multimodal Automated Interpretability Agent

no code implementations22 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.

Language Modelling

FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution

no code implementations30 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.

Image Super-Resolution

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