| Parallelizing Autoregressive Generation with Variational State Space Models | Jul 11, 2024 | DecoderMamba | —Unverified | 0 |
| MambaVision: A Hybrid Mamba-Transformer Vision Backbone | Jul 10, 2024 | Image ClassificationInstance Segmentation | CodeCode Available | 7 |
| HTD-Mamba: Efficient Hyperspectral Target Detection with Pyramid State Space Model | Jul 9, 2024 | Contrastive LearningEarth Observation | CodeCode Available | 1 |
| A Mamba-based Siamese Network for Remote Sensing Change Detection | Jul 8, 2024 | Change DetectionDecision Making | CodeCode Available | 1 |
| B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory | Jul 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deform-Mamba Network for MRI Super-Resolution | Jul 8, 2024 | DecoderImage Super-Resolution | —Unverified | 0 |
| On the Power of Convolution Augmented Transformer | Jul 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning | Jul 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution | Jul 8, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| TransMA: an explainable multi-modal deep learning model for predicting properties of ionizable lipid nanoparticles in mRNA delivery | Jul 8, 2024 | Mamba | CodeCode Available | 1 |
| Just read twice: closing the recall gap for recurrent language models | Jul 7, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| How Effective are State Space Models for Machine Translation? | Jul 7, 2024 | Machine TranslationMamba | CodeCode Available | 0 |
| Mamba Hawkes Process | Jul 7, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Learning to (Learn at Test Time): RNNs with Expressive Hidden States | Jul 5, 2024 | 16k8k | CodeCode Available | 5 |
| 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 |
| Vision Mamba for Classification of Breast Ultrasound Images | Jul 4, 2024 | ClassificationMamba | CodeCode Available | 1 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 |
| MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders | Jul 2, 2024 | Boundary DetectionHuman Parsing | CodeCode Available | 1 |
| xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart | Jul 1, 2024 | 3D Medical Imaging Segmentationimage-classification | CodeCode Available | 3 |
| Snakes and Ladders: Two Steps Up for VideoMamba | Jun 27, 2024 | Action RecognitionMamba | CodeCode Available | 1 |
| MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion | Jun 27, 2024 | MambaMRI Reconstruction | —Unverified | 0 |
| Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model | Jun 27, 2024 | MambaSegmentation | CodeCode Available | 5 |
| Discrete Diffusion Language Model for Long Text Summarization | Jun 25, 2024 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| SUM: Saliency Unification through Mamba for Visual Attention Modeling | Jun 25, 2024 | MambaMarketing | CodeCode Available | 2 |
| Pamba: Enhancing Global Interaction in Point Clouds via State Space Model | Jun 25, 2024 | 3D Semantic SegmentationMamba | —Unverified | 0 |
