| How Effective are State Space Models for Machine Translation? | Jul 7, 2024 | Machine TranslationMamba | CodeCode Available | 0 |
| QueryMamba: A Mamba-Based Encoder-Decoder Architecture with a Statistical Verb-Noun Interaction Module for Video Action Forecasting @ Ego4D Long-Term Action Anticipation Challenge 2024 | Jul 4, 2024 | Action AnticipationDecoder | —Unverified | 0 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 |
| MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion | Jun 27, 2024 | MambaMRI Reconstruction | —Unverified | 0 |
| Discrete Diffusion Language Model for Long Text Summarization | Jun 25, 2024 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Pamba: Enhancing Global Interaction in Point Clouds via State Space Model | Jun 25, 2024 | 3D Semantic SegmentationMamba | —Unverified | 0 |
| OTCE: Hybrid SSM and Attention with Cross Domain Mixture of Experts to construct Observer-Thinker-Conceiver-Expresser | Jun 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba | Jun 24, 2024 | MambaState Space Models | —Unverified | 0 |
| Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces | Jun 24, 2024 | Crack SegmentationDecoder | —Unverified | 0 |
| Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning | Jun 23, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty | Jun 21, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| LFMamba: Light Field Image Super-Resolution with State Space Model | Jun 18, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| What Makes Two Language Models Think Alike? | Jun 18, 2024 | MambaMetric Learning | —Unverified | 0 |
| ECGMamba: Towards Efficient ECG Classification with BiSSM | Jun 14, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| QMamba: On First Exploration of Vision Mamba for Image Quality Assessment | Jun 13, 2024 | Image Quality AssessmentMamba | CodeCode Available | 0 |
| State Soup: In-Context Skill Learning, Retrieval and Mixing | Jun 12, 2024 | In-Context LearningMamba | —Unverified | 0 |
| An Empirical Study of Mamba-based Language Models | Jun 12, 2024 | 16kIn-Context Learning | —Unverified | 0 |
| DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification | Jun 11, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis | Jun 10, 2024 | Mamba | —Unverified | 0 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length | Jun 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model | Jun 9, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans | Jun 9, 2024 | Computational EfficiencyEdge Classification | —Unverified | 0 |
| Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL | Jun 8, 2024 | Data AugmentationMamba | CodeCode Available | 0 |
| Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications | Jun 8, 2024 | BenchmarkingMamba | —Unverified | 0 |
| Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs | Jun 7, 2024 | 3D Shape Generation3D Shape Modeling | —Unverified | 0 |