
Repairing a Nonlinear Strict Filter Without Reference Targets
The nonlinear sine-observation benchmark exposed ELBO under-dispersion, then a joint ELBO, predictive-y, and masked-y objective partially repaired it.

The nonlinear sine-observation benchmark exposed ELBO under-dispersion, then a joint ELBO, predictive-y, and masked-y objective partially repaired it.