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Counterfactual Population Generation via Style Mixing (Algorithm 1)
Phase 1:
Encoding
E
Clasificador C
Fixed Coarse
Resolution (0:L
cross
)
Style Mixing Operation
Phase 2:
Mixed Pool Generation
Noise z
rand
Class y
target
∈ {0,1}
Mapping Network
Variable Middle/Fine
Resolution (L
cross
:end)
Synthesis Network G
Clasificador C
UMAP Projection
Pool of Counterfactual Images (x
gen
)
Phase 3:
Collection and Projection
Repeat N times
asd
by branndon
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