Sequence Modelling Sep 30, 2022 Architectures Ranking Network Pointer Networks CNN Based Temporal Convolution Network CKConv: Continuous Kernel Convolution RNN Based Recurrent Neural Network RNNs for Irregularly Spaced Time Series [RNNs with Long-Term Memory] Legendre Memory Units Transformer Based Transformer Are Transformers Effective for Time Series? State Space Model HiPPO & Sequential Data Compression LSSL: Linear State-Space Layer S4: Structured State Space Models DSS & S4D: Diagonal State Space Models S5 & Parallel Scan Mamba: Selective State Space Model Regularization Batch Normalization Normalization Layer Dropout Tasks Contrastive Predictive Coding Speech Representation Learning Evaluation Time Series Precision Recall