Shaurya Dewan

[Ros Shinkle @make_robot_go]

Introducing Voxel, a droid butler made by Tuesday Labs.

[Shaurya Dewan @SRDewan18]

Check out our work at the following links:
Project Webpage: https://t.co/DmYYekpJP2
PDF: https://t.co/gO5BzXE7pb
6/n

[Shaurya Dewan @SRDewan18]

Diffusion models have advanced significantly, but how well do we understand their workings? How do textual tokens impact output, and where do biases and failures occur? In our @NeurIPS 2024 paper, we introduce DiffusionPID to answer these questions and more. #neurips2024
1/n

[Shaurya Dewan @SRDewan18]

We use our method to conduct a detailed analysis of diffusion models in various situations:
To reveal gender and ethnic biases learnt by the model
To understand failures on prompts containing homonyms, synonyms and co-hyponyms
In prompt intervention to discard redundant words
5/n