Implementing ProjCSR - Githubissues

joshua840 / ConceptualSensitivityRegularization

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Implementing ProjCSR #21

Open joshua840 opened 3 months ago

joshua840 commented 3 months ago

Feature embeddings can be projected in advance before being passed into classifier layers. The goal of this experiment is to check the impact of projecting features onto the null space of CAVs.

joshua840 commented 3 months ago

[ ] ProjCGR
- Mapping input x before passing it into the model
[ ] ProjCGR Multi
- Activity is exactly the same as in ProjCGR, but only project features by linear cav.