A S TUDY OF P OSTERIOR S TABILITY FOR T IME -S ERIES L ATENT

This work introduces a useful tool: dependency measure, which quantifies the impacts of various inputs on an autoregressive decoder and shows that the latent variable has a vanishing impact on the decoder and finds that latent diffusion exhibits a phenomenon of dependency illusion.