Long-short Term Hybrid Memory and Multi-attention Block. Long-short Term Hybrid Memory (LSTHM) is an extension of the Long-short Term Memory (LSTM) by reformulating the memory component to carry hybrid information.  In the LSTHM model, we seek to build a memory mechanism for each modality which in addition to storing view-specific dynamics, is also able to store the cross-view dynamics that are important for that modality. This allows the memory to function in a hybrid manner. 
 Question: What is the difference between Long-short Term Hybrid Memory and LSTMs?
Long-short Term Hybrid Memory (LSTHM) is an extension of the Long-short Term Memory (LSTM) 