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Kavana Venkatesh

3 accepted papers

2025

CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation

NeurIPS 2025poster

Creativity in AI imagery remains a fundamental challenge, requiring not only the generation of visually compelling content but also the capacity to add novel, expressive, and artistically rich transformations to images. Unlike conventional editing tasks that rely on direct prompt-based modifications…

Cited by 0SourceScholar
2025

Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization

NeurIPS 2025poster

Text-to-image (T2I) diffusion models have made remarkable strides in generating and editing high-fidelity images from text. Yet, these models remain fundamentally generic, failing to adapt to the nuanced aesthetic preferences of individual users. In this work, we present the first framework for pers…

Cited by 0SourceScholar