| LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity | Dec 13, 2024 | GPUMamba | —Unverified | 0 |
| LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation | Jan 22, 2025 | Image GenerationKnowledge Distillation | —Unverified | 0 |
| Llamba: Scaling Distilled Recurrent Models for Efficient Language Processing | Feb 20, 2025 | Mamba | —Unverified | 0 |
| LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network | Jun 3, 2024 | Mamba | —Unverified | 0 |
| LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws | Feb 17, 2025 | MambaState Space Models | —Unverified | 0 |
| LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment | May 2, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| Log-Linear Attention | Jun 5, 2025 | MambaState Space Models | —Unverified | 0 |
| LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba | Dec 11, 2024 | 3D Semantic Occupancy PredictionMamba | —Unverified | 0 |
| Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing | Nov 29, 2024 | AllForm | —Unverified | 0 |
| Modeling Long Sequences in Bladder Cancer Recurrence: A Comparative Evaluation of LSTM,Transformer,and Mamba | May 28, 2024 | MambaSurvival Analysis | —Unverified | 0 |
