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The Twelfth International Conference on Learning Representations (ICLR) announced the outstanding paper award winners and introduced a new award for this year. The conference also featured a paper on efficient inference and learning in directed probabilistic models, which introduced a stochastic variational inference and learning algorithm that can scale to large datasets and work in the intractable case. The paper has been recognized for its lasting impact and elegance.