A Simplex Witness Certificate for Constant Collapse in Variational Autoencoders

In three linesTheoretical paper on constant collapse in variational autoencoders, where the encoder mean becomes input-independent. Authors introduce a simplex witness certificate to detect and prevent this failure mode during training, with exact baseline and closed-form inverse.

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