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Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale

Koepke, A. Sophia et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
The Platonic Representation Hypothesis posits that neural networks trained on different modalities (e.g., text and images) converge toward a shared representation of reality. If true, this has significant implications for whether modality choice matters at all. In this paper, we show that the eviden
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