| Recurrent neural networks: vanishing and exploding gradients are not the end of the story | May 31, 2024 | State Space Models | CodeCode Available | 0 |
| Length independent generalization bounds for deep SSM architectures | May 30, 2024 | Generalization BoundsState Space Models | —Unverified | 0 |
| Language Models Need Inductive Biases to Count Inductively | May 30, 2024 | State Space Models | CodeCode Available | 0 |
| Deep Bayesian Filter for Bayes-faithful Data Assimilation | May 29, 2024 | State EstimationState Space Models | —Unverified | 0 |
| State Space Models are Comparable to Transformers in Estimating Functions with Dynamic Smoothness | May 29, 2024 | State Space Models | —Unverified | 0 |
| FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining | May 29, 2024 | MambaRain Removal | —Unverified | 0 |
| Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model | May 28, 2024 | GPUMamba | —Unverified | 0 |
| Efficient Time Series Processing for Transformers and State-Space Models through Token Merging | May 28, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| SMR: State Memory Replay for Long Sequence Modeling | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Expressive Capacity of State Space Models: A Formal Language Perspective | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
