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The article proposes Implicit Variational Rejection Sampling (IVRS), which integrates implicit distributions with rejection sampling to improve posterior approximation in variational inference, and introduces the Implicit Resampling Evidence Lower Bound (IR-ELBO) as a tighter variational lower bound.