Florentin Guth
Florentin Guth
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A rainbow in deep network black boxes
We show how deep network weights can be compressed to a reduced set of
summary statistics
(the learned “features”) that
(i)
all networks share no matter their initialization
and
(ii)
that allow
regenerating weights with an equivalent performance
.
Florentin Guth
,
Brice Ménard
,
Gaspar Rochette
,
Stéphane Mallat
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