| Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices | Dec 12, 2024 | Knowledge DistillationMamba | —Unverified | 0 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction | Nov 22, 2024 | Exposure CorrectionMamba | —Unverified | 0 |
| OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Mar 13, 2025 | channel selectionContrastive Learning | —Unverified | 0 |
| PackMamba: Efficient Processing of Variable-Length Sequences in Mamba training | Aug 7, 2024 | GPUMamba | —Unverified | 0 |
| PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer | Jul 16, 2024 | 2D Object DetectionComputational Efficiency | —Unverified | 0 |
| Parallelizing Autoregressive Generation with Variational State Space Models | Jul 11, 2024 | DecoderMamba | —Unverified | 0 |
| Parallelizing Linear Transformers with the Delta Rule over Sequence Length | Jun 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Parallel Sequence Modeling via Generalized Spatial Propagation Network | Jan 21, 2025 | 16kComputational Efficiency | —Unverified | 0 |
| Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation | Nov 21, 2024 | Mambaparameter-efficient fine-tuning | —Unverified | 0 |
| Parameterized Blur Kernel Prior Learning for Local Motion Deblurring | Jan 1, 2025 | DeblurringMamba | —Unverified | 0 |
| PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition | Jun 1, 2025 | Emotion RecognitionMamba | —Unverified | 0 |
| PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging | May 22, 2025 | Inductive BiasMamba | —Unverified | 0 |
| PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model | May 8, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation | Feb 13, 2024 | MambaMixture-of-Experts | —Unverified | 0 |
| PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis | Jun 10, 2024 | Mamba | —Unverified | 0 |
| Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy | Mar 11, 2024 | MambaSemantic Segmentation | —Unverified | 0 |
| PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning | May 24, 2024 | Mamba | —Unverified | 0 |
| Policy Improvement via Imitation of Multiple Oracles | Jul 1, 2020 | Imitation LearningMamba | —Unverified | 0 |
| Post-Training Quantization for Vision Mamba with k-Scaled Quantization and Reparameterization | Jan 28, 2025 | MambaQuantization | —Unverified | 0 |
| PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation | Sep 10, 2024 | MambaSemantic Segmentation | —Unverified | 0 |
| PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining | May 8, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| Pretrained Hybrids with MAD Skills | Jun 2, 2024 | MambaNeural Architecture Search | —Unverified | 0 |
| ProMamba: Prompt-Mamba for polyp segmentation | Mar 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation | Mar 25, 2025 | Image SegmentationKolmogorov-Arnold Networks | —Unverified | 0 |