Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding Andreis Bruno 1, Jeffrey Ryan Willette

Neural Information Processing Systems 

Most existing set encoding algorithms operate under the implicit assumption that all the set elements are accessible, and that there are ample computational and memory resources to load the set into memory during training and inference.