conftrace_

state-space model

153 papers

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Also known as

SSM

Co-occurring keywords

variational inference (2069) state space model (390) gaussian process (1200) bayesian inference (1907) attention mechanism (4001) time series (435) sequential monte carlo (90) sequence modeling (288) particle filter (86) dynamical system (398)

Papers

Efficient and Robust Long-Form Speech Recognition with Hybrid H3-Conformer INTERSPEECH 2024
Latent Diffusion for Neural Spiking Data NIPS 2024
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM EMNLP 2024
On Feature Learning in Structured State Space Models NIPS 2024
Gated Inference Network: Inference and Learning State-Space Models NIPS 2024
LION: Linear Group RNN for 3D Object Detection in Point Clouds NIPS 2024
A Neural State-Space Modeling Approach to Efficient Speech Separation INTERSPEECH 2023
Resurrecting Recurrent Neural Networks for Long Sequences ICML 2023
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition NIPS 2023
Efficient Classification of Long Documents via State-Space Models EMNLP 2023
Pretraining Without Attention EMNLP 2023
Focus Your Attention (with Adaptive IIR Filters) EMNLP 2023
Free-Form Variational Inference for Gaussian Process State-Space Models ICML 2023
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors NIPS 2023
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NIPS 2023
Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems NIPS 2023
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory NIPS 2023
Counterfactual Analysis in Dynamic Latent State Models ICML 2023
Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023
Efficient Movie Scene Detection Using State-Space Transformers CVPR 2023
The Ordered Matrix Dirichlet for State-Space Models AISTATS 2023
Importance Weighted Kernel Bayes’ Rule ICML 2022
De-Sequentialized Monte Carlo: a parallel-in-time particle smoother JMLR 2022
It’s Raw! Audio Generation with State-Space Models ICML 2022
PRISM: Probabilistic Real-Time Inference in Spatial World Models CORL 2022