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Slots suffer from different training objective

Hi there! I am implementing SA-MESH with another synthetic dataset, but I am experiencing some difficulties since slots are converging in a way that all of them bind to all objects (different regions though). My training loss is a sum over the log_prob of the true value of the latent variables in a posterior distribution that is defined with parameters predicted by the model... Is this behavior expected? Thank you in advance!

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