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Analyzing Representational Shifts in Multimodal Models: A Study of Feature Dynamics in Gemma and PaliGemma

Analyzing Representational Shifts in Multimodal Models: A Study of Feature Dynamics in Gemma and PaliGemma

December 1, 2025

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

Accepted to Interplay @ COLM 2025

Authors: Aaron Friedman, Trinabh Gupta, Raine Ma

Abstract coming soon. This paper has been accepted but the arXiv preprint is not yet available.

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If admitted, you will join a structured pipeline with direct mentorship to take your work from ideation to top conference submission at venues like NeurIPS, ACL, and EMNLP.