AI RESEARCH
A Simplex Witness Certificate for Constant Collapse in Variational Autoencoders
arXiv CS.LG
•
ArXi:2605.18224v1 Announce Type: new This note studies exact constant collapse in variational autoencoders, where the encoder mean becomes independent of the input. The goal is to make this specific failure mode pre-designable, monitorable during