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Agneet Chatterjee*

2 accepted papers

2024

Getting it Right: Improving Spatial Consistency in Text-to-Image Models

ECCV 2024poster

"One of the key shortcomings in current text-to-image (T2I) models is their inability to consistently generate images which faithfully follow the spatial relationships specified in the text prompt. In this paper, we offer a comprehensive investigation of this limitation, while also developing datase…

2024

REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models

ECCV 2024poster

"Text-to-Image (T2I) and multimodal large language models (MLLMs) have been adopted in solutions for several computer vision and multimodal learning tasks. However, it has been found that such vision-language models lack the ability to correctly reason over spatial relationships. To tackle this shor…