"embedding space geometry" Papers

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Gramian Multimodal Representation Learning and Alignment

Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo et al.

ICLR 2025arXiv:2412.11959
33
citations

Intricacies of Feature Geometry in Large Language Models

Satvik Golechha, Lucius Bushnaq, Euan Ong et al.

ICLR 2025

Less is More: Local Intrinsic Dimensions of Contextual Language Models

Benjamin Matthias Ruppik, Julius von Rohrscheidt, Carel van Niekerk et al.

NEURIPS 2025arXiv:2506.01034

Mitigate the Gap: Improving Cross-Modal Alignment in CLIP

Sedigheh Eslami, Gerard de Melo

ICLR 2025
15
citations