| 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 |