| A Survey of Transformer Enabled Time Series Synthesis | Jun 4, 2024 | State Space ModelsSurvey | —Unverified | 0 |
| LongSSM: On the Length Extension of State-space Models in Language Modelling | Jun 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations | Jun 4, 2024 | Language ModellingMamba | CodeCode Available | 1 |
| State Space Models on Temporal Graphs: A First-Principles Study | Jun 3, 2024 | Graph LearningState Space Models | CodeCode Available | 1 |
| Unlocking Guidance for Discrete State-Space Diffusion and Flow Models | Jun 3, 2024 | State Space Models | —Unverified | 0 |
| Pretrained Hybrids with MAD Skills | Jun 2, 2024 | MambaNeural Architecture Search | —Unverified | 0 |
| Mamba State-Space Models Are Lyapunov-Stable Learners | May 31, 2024 | In-Context LearningMamba | —Unverified | 0 |
| Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 11 |
| 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 |
