state space model

A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models Interspeech 2023 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 Block-State Transformers NeurIPS 2023 Continuous-time identification of dynamic state-space models by deep subspace encoding ICLR 2023 Convolutional State Space Models for Long-Range Spatiotemporal Modeling NeurIPS 2023 Counterfactual Analysis in Dynamic Latent State Models ICML 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers ICLR 2023 Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems NeurIPS 2023 Effectively Modeling Time Series with Simple Discrete State Spaces ICLR 2023 Efficient Classification of Long Documents via State-Space Models EMNLP 2023 Efficient Movie Scene Detection Using State-Space Transformers CVPR 2023 Facing Off World Model Backbones: RNNs, Transformers, and S4 NeurIPS 2023 Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023 Focus Your Attention (with Adaptive IIR Filters) EMNLP 2023 Free-Form Variational Inference for Gaussian Process State-Space Models ICML 2023 How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections ICLR 2023 Hungry Hungry Hippos: Towards Language Modeling with State Space Models ICLR 2023 Information-Theoretic State Space Model for Multi-View Reinforcement Learning ICML 2023 Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors NeurIPS 2023 Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NeurIPS 2023 Liquid Structural State-Space Models ICLR 2023 Long Range Language Modeling via Gated State Spaces ICLR 2023 Markovian Gaussian Process Variational Autoencoders ICML 2023 Mega: Moving Average Equipped Gated Attention ICLR 2023 Multi-Head State Space Model for Speech Recognition Interspeech 2023