Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE).

Usha Bhalla Alex Oesterling Suraj Srinivas Flávio P. Calmon Himabindu Lakkaraju

Published in: CoRR (2024)

Keyphrases

sparse linear
least squares
dimensionality reduction
low rank
computer vision
feature extraction
denoising
higher order
linear models
sparse matrix