Deep Learning 9: Flow models and implicit networks

Slides: https://cwkx.github.io/data/teaching/...
GON: https://cwkx.github.io/data/GON/
SIREN: https://vsitzmann.github.io/siren/
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Flow models
definition
the determinant
the change of variables theorem
Normalising flows
definition
triangular Jacobians
normalising flow layers
Implicit representation networks
definition
SIREN
GONs

#flows #normalisingflows #deeplearning #Jacobian #implicit #SIREN #GONs #changeofvariables #determinant