| 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 |
| Protein-Mamba: Biological Mamba Models for Protein Function Prediction | Sep 22, 2024 | Drug DiscoveryMamba | —Unverified | 0 |
| Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation | Feb 5, 2025 | ColorizationMamba | —Unverified | 0 |
| PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba | Aug 9, 2024 | Mamba | —Unverified | 0 |
| QMambaBSR: Burst Image Super-Resolution with Query State Space Model | Aug 16, 2024 | Burst Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration | Mar 27, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model | Jan 1, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| 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 |
| R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation | Aug 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models | Sep 4, 2024 | DecoderImage Reconstruction | —Unverified | 0 |
| RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model | Nov 18, 2024 | Mamba | —Unverified | 0 |
| Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding | Jan 1, 2025 | Human-Object Interaction DetectionMamba | —Unverified | 0 |
| Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation | May 6, 2025 | Mamba | —Unverified | 0 |
| RecurFormer: Not All Transformer Heads Need Self-Attention | Oct 10, 2024 | AllMamba | —Unverified | 0 |
| RefiDiff: Refinement-Aware Diffusion for Efficient Missing Data Imputation | May 20, 2025 | DenoisingImputation | —Unverified | 0 |
| RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images | Oct 17, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion | Oct 8, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 |
| Rethinking Mamba in Speech Processing by Self-Supervised Models | Sep 11, 2024 | MambaSpeech Enhancement | —Unverified | 0 |
| Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study | May 14, 2024 | MambaSegmentation | —Unverified | 0 |
| Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion | Apr 27, 2024 | DisentanglementEmotion Classification | —Unverified | 0 |
| RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba | Aug 16, 2024 | AllMamba | —Unverified | 0 |
| RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting | May 28, 2025 | Deep LearningMamba | —Unverified | 0 |
| RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation | Jun 6, 2024 | Common Sense ReasoningMamba | —Unverified | 0 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation | Apr 3, 2024 | Long-range modelingMamba | —Unverified | 0 |