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Cora Graph Convolutional Network (varied-hyperparameter ensemble)

research/toy

Structures found in this family (1)

Platonic Representation Hypothesis

By model (1)

Cora GCN (~2000-model varied-hyperparameter ensemble)
Platonic Representation Hypothesis

Observations (1)

Re-expressing embeddings as cosine similarity to a fixed anchor set yields a rotation/reflection/rescaling-invariant coordinate system in which decoders and classifiers trained on one independently-trained encoder can be stitched, with zero fine-tuning, onto a completely different independently-trained encoder's representations of the same domain

Papers

Relative Representations Enable Zero-Shot Latent Space Communication (2022)