Gautam Sreekumar

2 accepted papers

2025

CoInD: Enabling Logical Compositions in Diffusion Models

Sachit Gaudi, Gautam Sreekumar, Vishnu Boddeti

ICLR 2025poster

How can we learn generative models to sample data with arbitrary logical compositions of statistically independent attributes? The prevailing solution is to sample from distributions expressed as a composition of attributes' conditional marginal distributions under the assumption that they are stati…

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2025

OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes

Sepehr Dehdashtian, Gautam Sreekumar, Vishnu Boddeti

ICLR 2025spotlight

Images generated by text-to-image (T2I) models often exhibit visual biases and stereotypes of concepts such as culture and profession. Existing quantitative measures of stereotypes are based on statistical parity that does not align with the sociological definition of stereotypes and, therefore, inc…

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