| 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 |
| MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba | Jun 10, 2024 | MambaState Space Models | CodeCode Available | 1 |
| 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 |
| Mamba YOLO: A Simple Baseline for Object Detection with State Space Model | Jun 9, 2024 | GPUMamba | CodeCode Available | 4 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications | Jun 8, 2024 | BenchmarkingMamba | —Unverified | 0 |
| CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting | Jun 8, 2024 | AttributeMamba | CodeCode Available | 1 |
| Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL | Jun 8, 2024 | Data AugmentationMamba | CodeCode Available | 0 |
| Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs | Jun 7, 2024 | 3D Shape Generation3D Shape Modeling | —Unverified | 0 |
| TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification | Jun 6, 2024 | MambaMULTI-VIEW LEARNING | CodeCode Available | 1 |
| CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection | Jun 6, 2024 | Change DetectionMamba | CodeCode Available | 2 |
| MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation | Jun 6, 2024 | DecoderDepth Estimation | —Unverified | 0 |
| RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation | Jun 6, 2024 | Common Sense ReasoningMamba | —Unverified | 0 |
| Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models | Jun 6, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images | Jun 5, 2024 | Graph Neural NetworkMamba | CodeCode Available | 1 |
| Audio Mamba: Bidirectional State Space Model for Audio Representation Learning | Jun 5, 2024 | Audio ClassificationClassification | CodeCode Available | 2 |
| Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis | Jun 5, 2024 | MambaMedical Image Analysis | CodeCode Available | 3 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning | Jun 4, 2024 | MambaOpenAI Gym | CodeCode Available | 1 |
| Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations | Jun 4, 2024 | Language ModellingMamba | CodeCode Available | 1 |
| Dimba: Transformer-Mamba Diffusion Models | Jun 3, 2024 | Image GenerationMamba | —Unverified | 0 |
| LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network | Jun 3, 2024 | Mamba | —Unverified | 0 |
| Universal In-Context Approximation By Prompting Fully Recurrent Models | Jun 3, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
| Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models | Jun 3, 2024 | ChunkingMamba | CodeCode Available | 2 |
| Pretrained Hybrids with MAD Skills | Jun 2, 2024 | MambaNeural Architecture Search | —Unverified | 0 |
| MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging | Jun 2, 2024 | Contrastive LearningMamba | —Unverified | 0 |
| Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging | Jun 1, 2024 | Mamba | CodeCode Available | 1 |
| Mamba State-Space Models Are Lyapunov-Stable Learners | May 31, 2024 | In-Context LearningMamba | —Unverified | 0 |
| Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling | May 31, 2024 | D4RLMamba | —Unverified | 0 |
| Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 11 |
| Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba | May 31, 2024 | DecoderMamba | —Unverified | 0 |
| DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark | May 30, 2024 | DeepFake DetectionMamba | CodeCode Available | 2 |
| MSSC-BiMamba: Multimodal Sleep Stage Classification and Early Diagnosis of Sleep Disorders with Bidirectional Mamba | May 30, 2024 | DiagnosticMamba | —Unverified | 0 |
| FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining | May 29, 2024 | MambaRain Removal | —Unverified | 0 |
| Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain | May 29, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Modeling Long Sequences in Bladder Cancer Recurrence: A Comparative Evaluation of LSTM,Transformer,and Mamba | May 28, 2024 | MambaSurvival Analysis | —Unverified | 0 |
| Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba | May 28, 2024 | Computed Tomography (CT)GPU | CodeCode Available | 1 |
| Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model | May 28, 2024 | GPUMamba | —Unverified | 0 |
| DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention | May 28, 2024 | GPUMamba | CodeCode Available | 2 |
| Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba | May 27, 2024 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| SMR: State Memory Replay for Long Sequence Modeling | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deciphering Movement: Unified Trajectory Generation Model for Multi-Agent | May 27, 2024 | ImputationMamba | CodeCode Available | 1 |
| Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation | May 27, 2024 | Data AugmentationDrug Discovery | CodeCode Available | 2 |
| LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling | May 27, 2024 | DecoderMamba | CodeCode Available | 1 |
| The Expressive Capacity of State Space Models: A Formal Language Perspective | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction | May 27, 2024 | MambaPrediction | CodeCode Available | 2 |
| Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation | May 26, 2024 | Mamba | CodeCode Available | 1 |
| Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model | May 26, 2024 | Knowledge TracingMamba | —Unverified | 0 |