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Interpreting Clip With Sparse Linear Concept Embeddings : Splice by wys000112 is a document available to read on EtoBox.

What is Interpreting Clip With Sparse Linear Concept Embeddings : Splice about?

The paper introduces Sparse Linear Concept Embeddings (SpLiCE), a method designed to enhance the interpretability of CLIP embeddings by decomposing them into sparse, human-interpretable concepts without the need for training. SpLiCE maintains high performance on downstream tasks while providing insights into the semantic structure of CLIP

Author

wys000112

Language

EN