Consistency Is Not Understanding: Orbit Audits for Neural Field Weight Readers

Sungguk Cha, Mintae Kim, Youngsub Han +2

Recognizing visual content from neural-network weights requires separating functional information from arbitrary parameter coordinates. We audit this separation with hidden-neuron…