| _ | mamba | _ |
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| 3D MedicalDet- | mamba | : A Hybrid Mamba-CNN Network for Medical Object Detection and Localization |
| 3D MedicalDet- | mamba | : A Hybrid Mamba-CNN Network for Medical Object Detection and Localization |
| Advancing Efficient Brain Tumor Multi-Class Classification: New Insights From the Vision | mamba | Model in Transfer Learning |
| Adventurer: Optimizing Vision | mamba | Architecture Designs for Efficiency |
| AECA-FB | mamba | : A Framework with Adaptive Environment Channel Alignment and Mamba Bridging Semantics and Details |
| AFA- | mamba | : Adaptive Feature Alignment with Global-Local Mamba for Hyperspectral and LiDAR Data Classification |
| AFA- | mamba | : Adaptive Feature Alignment with Global-Local Mamba for Hyperspectral and LiDAR Data Classification |
| Align | mamba | : Enhancing Multimodal Mamba with Local and Global Cross-Modal Alignment |
| Audio | mamba | : Bidirectional State Space Model for Audio Representation Learning |
| AVS- | mamba | : Exploring Temporal and Multi-Modal Mamba for Audio-Visual Segmentation |
| AVS- | mamba | : Exploring Temporal and Multi-Modal Mamba for Audio-Visual Segmentation |
| Binarized | mamba | -Transformer for Lightweight Quad Bayer HybridEVS Demosaicing |
| BSMEF: Optimized multi-exposure image fusion using B-splines and | mamba | |
| CAMS: Convolution and Attention-Free | mamba | -Based Cardiac Image Segmentation |
| CDW | mamba | : Cloud Detection with Wavelet-Enhanced Mamba for Optical Satellite Imagery |
| CMANet: A CNN- | mamba | aggregation network for face super-resolution |
| Comprehensive Survey on | mamba | : Architectures, Challenges, and Opportunities, A |
| CR-Famba: A Frequency-Domain Assisted | mamba | for Thin Cloud Removal in Optical Remote Sensing Imagery |
| Crack segmentation network via difference convolution-based encoder and hybrid CNN- | mamba | multi-scale attention |
| Cross-Modal Interactive Perception Network with | mamba | for Lung Tumor Segmentation in PET-CT Images |
| DC- | mamba | : A Novel Network for Enhanced Remote Sensing Change Detection in Difficult Cases |
| dense attention | mamba | -based network with Adaptive Sigmoid Fowlkes-Mallows Loss for enhanced medical image segmentation, A |
| DGMNet: Hyperspectral Unmixing Dual-Branch Network Integrating Adaptive Hop-Aware GCN and Neighborhood Offset | mamba | |
| DVMSR: Distillated Vision | mamba | for Efficient Super-Resolution |
| DWMTN: A Dynamic | mamba | -Transformer Network With Adaptive Feature Fusion for Automatic Modulation Recognition |
| EDMB: Edge Detector with | mamba | |
| Efficient | mamba | : Overcoming the visual limitations of Mamba with innovative structures |
| Efficient | mamba | : Overcoming the visual limitations of Mamba with innovative structures |
| Efficient RGBT Tracking via Multi-Path | mamba | Fusion Network |
| EfficientViM: Efficient Vision | mamba | with Hidden State Mixer based State Space Duality |
| Enhanced ECG Signal Classification Using Multi-Branch Convolutions and | mamba | Blocks With State-Space Models |
| Enhancing industrial anomaly detection with | mamba | -inspired feature fusion |
| ESTM: An Enhanced Dual-Branch Spectral-Temporal | mamba | for Anomalous Sound Detection |
| Event-Guided Fusion- | mamba | for Context-Aware 3D Human Pose Estimation |
| Exploring Historical Information for RGBE Visual Tracking with | mamba | |
| FEMNet: A Feature-Enriched | mamba | Network for Cloud Detection in Remote Sensing Imagery |
| FlowRAM: Grounding Flow Matching Policy with Region-Aware | mamba | Framework for Robotic Manipulation |
| FM-RTDETR: Small Object Detection Algorithm Based on Enhanced Feature Fusion With | mamba | |
| Frequency-Assisted | mamba | for Remote Sensing Image Super-Resolution |
| Fusion- | mamba | for Cross-Modality Object Detection |
| Gaussian Splatting Based on | mamba | Interaction for Arbitrary Scale Image Super Resolution |
| Generation of super-resolution for medical image via a self-prior guided | mamba | network with edge-aware constraint |
| GL | mamba | Net: Mamba-based decoder with local detail enhancement for semantic segmentation of remote sensing imagery |
| Graph | mamba | : Graph-driven spatial order-aware Mamba for medical image segmentation |
| GT | mamba | : Graph Tri-Orientated Mamba Network for 3D Brain Tumor Segmentation |
| HDAMNet: Hierarchical Dilated Adaptive | mamba | Network for Accurate Cloud Detection in Satellite Imagery |
| HG- | mamba | : A Hybrid Geometry-Aware Bidirectional Mamba Network for Hyperspectral Image Classification |
| HG- | mamba | : A Hybrid Geometry-Aware Bidirectional Mamba Network for Hyperspectral Image Classification |
| HMCNet: A Hybrid | mamba | -CNN UNet for Infrared Small Target Detection |
| HSIR | mamba | : An effective feature learning for hyperspectral image classification using residual Mamba |
| HTMNet: Hybrid Transformer- | mamba | Network for Hyperspectral Target Detection |
| Hypergraph | mamba | Reasoning-Based Social Relation Recognition |
| HyperS | mamba | : A Lightweight Mamba for Efficient Hyperspectral Image Classification |
| Hyperspectral Object Detection Based on Spatial-Spectral Fusion and Visual | mamba | |
| Iterative | mamba | Diffusion Change-Detection Model for Remote Sensing |
| JamMa: Ultra-lightweight Local Feature Matching with Joint | mamba | |
| Joint Transformer and | mamba | fusion for multispectral object detection |
| KD- | mamba | : Selective state space models with knowledge distillation for trajectory prediction |
| LC- | mamba | : Local and Continuous Mamba with Shifted Windows for Frame Interpolation |
| LC- | mamba | : Local and Continuous Mamba with Shifted Windows for Frame Interpolation |
| LFSamba: Marry SAM With | mamba | for Light Field Salient Object Detection |
| Lightweight and Effective Image Tampering Localization Network With Vision | mamba | , A |
| Link Aggregation for Skip Connection- | mamba | : Remote Sensing Image Segmentation Network Based on Link Aggregation Mamba |
| Link Aggregation for Skip Connection- | mamba | : Remote Sensing Image Segmentation Network Based on Link Aggregation Mamba |
| LinU- | mamba | : Visual Mamba U-Net with Linear Attention to Predict Wildfire Spread |
| LinU- | mamba | : Visual Mamba U-Net with Linear Attention to Predict Wildfire Spread |
| LMO: Linear | mamba | Operator for MRI Reconstruction |
| LMV | mamba | : A Hybrid U-Shape Mamba for Remote Sensing Segmentation with Adaptation Fine-Tuning |
| Log-V | mamba | : Local-global Vision Mamba for Medical Image Segmentation |
| LPAM: A lightweight medical segmentation network based on | mamba | improved by prompt attention |
| LS- | mamba | Net: Integrating Large Strip Convolution and Mamba Network for Remote Sensing Object Detection |
| M3amba: Memory | mamba | is All You Need for Whole Slide Image Classification |
| Maamba: CLIP-Driven | mamba | Model for Multi-Modal Remote Sensing Classification |
| MaDiNet: | mamba | Diffusion Network for SAR Target Detection |
| MAFUNet: | mamba | with adaptive fusion UNet for medical image segmentation |
| MaIR: A Locality-and Continuity-Preserving | mamba | for Image Restoration |
| mamba | Adapter: Efficient Multi-Modal Fusion for Vision-Language Tracking |
| mamba | as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation |
| mamba | Capsule Routing Towards Part-Whole Relational Camouflaged Object Detection |
| mamba | Models, Structured State Space Models |
| mamba | -Adaptor: State Space Model Adaptor for Visual Recognition |
| mamba | -assisted modality subspace complementary fusion for multimodal sentiment analysis |
| mamba | -based Light Field Super-resolution with Efficient Subspace Scanning |
| mamba | -Based Siamese Network for Remote Sensing Change Detection, A |
| mamba | -Based Unet for Hyperspectral Image Denoising |
| mamba | -ND: Selective State Space Modeling for Multi-dimensional Data |
| mamba | -PCGC: Mamba-Based Point Cloud Geometry Compression |
| mamba | -PCGC: Mamba-Based Point Cloud Geometry Compression |
| mamba | -Reg: Vision Mamba Also Needs Registers |
| mamba | -Reg: Vision Mamba Also Needs Registers |
| mamba | -Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation |
| mamba | -Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation |
| mamba | -ST: State Space Model for Efficient Style Transfer |
| mamba | -Stereo: Mamba Regularization for Stereo matching |
| mamba | -Stereo: Mamba Regularization for Stereo matching |
| mamba | -STFM: A Mamba-Based Spatiotemporal Fusion Method for Remote Sensing Images |
| mamba | -STFM: A Mamba-Based Spatiotemporal Fusion Method for Remote Sensing Images |
| mamba | -YOLO: Multi-level adaptive rectangular convolution for Document Layout Analysis |
| mamba | : Linear-Time Sequence Modeling with Selective State Spaces |
| mamba | Diff: Mamba-Enhanced Diffusion Model for 3D Medical Image Segmentation |
| mamba | Out: Do We Really Need Mamba for Vision?* |
| mamba | Vision: A Hybrid Mamba-Transformer Vision Backbone |
| MANTA: Diffusion | mamba | for Efficient and Effective Stochastic Long-Term Dense Action Anticipation |
| MAP: Unleashing Hybrid | mamba | -Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining |
| MD- | mamba | : Feature extractor on 3D representation with multi-view depth |
| MDNet: | mamba | -Effective Diffusion-Distillation Network for RGB-Thermal Urban Dense Prediction |
| Mesh | mamba | : A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes |
| MGCM: Multi-modal graph convolutional | mamba | for cancer survival prediction |
| MIT-DETR: | mamba | -in-Transformers for Efficient Small Object Detection in SAR Images |
| MLGTM: Multi-Scale Local Geometric Transformer- | mamba | Application in Terracotta Warriors Point Cloud Classification |
| ML | mamba | : A Mamba-Based Efficient Network for Multi-Label Remote Sensing Scene Classification |
| Mobile | mamba | : Lightweight Multi-Receptive Visual Mamba Network |
| Motion | mamba | : Efficient and Long Sequence Motion Generation |
| MRFP- | mamba | : Multi-Receptive Field Parallel Mamba for Hyperspectral Image Classification |
| MRFP- | mamba | : Multi-Receptive Field Parallel Mamba for Hyperspectral Image Classification |
| MT | mamba | ++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders |
| MT | mamba | : Enhancing Multi-Task Dense Scene Understanding by Mamba-based Decoders |
| Multi-Model Synergistic Satellite-Derived Bathymetry Fusion Approach Based on | mamba | Coral Reef Habitat Classification |
| Multi-Pattern Scanning | mamba | for Cloud Removal |
| Multi-Stage Confidence-Guided Diffusion and Emotional Bidirectional | mamba | for Robust Speech Emotion Recognition |
| Multilevel Multimodal Hybrid | mamba | -Large Strip Convolution Network for Remote Sensing Semantic Segmentation, A |
| MUNet: A lightweight | mamba | -based Under-Display Camera restoration network |
| Non-Exemplar Incremental ISAR Target Classification via Mix- | mamba | Feature Adjustment Network |
| Novel | mamba | Architecture with a Semantic Transformer for Efficient Real-Time Remote Sensing Semantic Segmentation, A |
| Optical Flow-Enhanced | mamba | U-Net for Cardiac Phase Detection in Ultrasound Videos |
| OS | mamba | : Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction |
| Parameter Efficient | mamba | Tuning via Projector-targeted Diagonal-centric Linear Transformation |
| Pine Wilt Disease Detection Model Integrated with | mamba | Model and Attention Mechanisms Using UAV Imagery, A |
| PMA: Towards Parameter-Efficient Point Cloud Understanding via Point | mamba | Adapter |
| PST- | mamba | : Spatio-temporal selective state fusion for effective point cloud video understanding with state space models |
| PTQ4VM: Post-Training Quantization for Visual | mamba | |
| Reasoning | mamba | : Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding |
| Remamber: Referring Image Segmentation with | mamba | Twister |
| Remote Sensing Image Segmentation Using Vision | mamba | and Multi-Scale Multi-Frequency Feature Fusion |
| SAM- | mamba | : Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation |
| SAM- | mamba | : Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation |
| Samba: A Unified | mamba | -Based Framework for General Salient Object Detection |
| SCSegamba: Lightweight Structure-Aware Vision | mamba | for Crack Segmentation in Structures |
| Self-supervised ControlNet with Spatio-Temporal | mamba | for Real-world Video Super-resolution |
| Semi- | mamba | : Mamba-Driven Semi-Supervised Multimodal Remote Sensing Feature Classification |
| Semi- | mamba | : Mamba-Driven Semi-Supervised Multimodal Remote Sensing Feature Classification |
| SF- | mamba | : A Semantic-Flow Foreground-Aware Mamba for Semantic Segmentation of Remote Sensing Images |
| SF- | mamba | : A Semantic-Flow Foreground-Aware Mamba for Semantic Segmentation of Remote Sensing Images |
| Sigma: Siamese | mamba | Network for Multi-Modal Semantic Segmentation |
| SMGNFORMER: Fusion | mamba | -graph transformer network for human pose estimation |
| Spatial and Spectral Structure-Aware | mamba | Network for Hyperspectral Image Classification |
| Spatial-Temporal Graph | mamba | for Music-Guided Dance Video Synthesis |
| Spectral Informed | mamba | for Robust Point Cloud Processing |
| Spectral-Spatial | mamba | for Hyperspectral Image Classification |
| Speech Conv- | mamba | : Selective Structured State Space Model With Temporal Dilated Convolution for Efficient Speech Separation |
| SS | mamba | : Superpixel Segmentation With Mamba |
| SSUM: Spatial-Spectral Unified | mamba | for Hyperspectral Image Classification |
| Succulent-YOLO: Smart UAV-Assisted Succulent Farmland Monitoring with CLIP-Based YOLOv10 and | mamba | Computer Vision |
| SUM: Saliency Unification Through | mamba | for Visual Attention Modeling |
| Swin-U | mamba | †: Adapting Mamba-Based Vision Foundation Models for Medical Image Segmentation |
| Text-Controlled Motion | mamba | : Text-Instructed Temporal Grounding of Human Motion |
| Trajectory | mamba | : Efficient Attention-Mamba Forecasting Model Based on Selective SSM |
| Trajectory | mamba | : Efficient Attention-Mamba Forecasting Model Based on Selective SSM |
| TSFANet: Trans- | mamba | Hybrid Network with Semantic Feature Alignment for Remote Sensing Salient Object Detection |
| TSP- | mamba | : The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond |
| TSP- | mamba | : The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond |
| TTMGNet: Tree Topology | mamba | -Guided Network Collaborative Hierarchical Incremental Aggregation for Change Detection |
| U-Shaped Dual Attention Vision | mamba | Network for Satellite Remote Sensing Single-Image Dehazing |
| UM- | mamba | : An efficient U-network with medical visual state space for medical image segmentation |
| Uni | mamba | : Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection |
| Vim4Path: Self-Supervised Vision | mamba | for Histopathology Images |
| Vision | mamba | Distillation for Low-Resolution Fine-Grained Image Classification |
| Vivim: A Video Vision | mamba | for Ultrasound Video Segmentation |
| V | mamba | -Crowd: Bridging multi-scale features from Visual Mamba for weakly-supervised crowd counting |
| VMDUnet: Advancing Glioma Segmentation Integrating With | mamba | and Dual Cross-Attention |
| VMRNN: Integrating Vision | mamba | and LSTM for Efficient and Accurate Spatiotemporal Forecasting |
| Wavelet-based | mamba | with Fourier Adjustment for Low-light Image Enhancement |
| WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider | mamba | Diffusion |
| XLSR- | mamba | : A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection |
| ZIGMA: A DIT-Style Zigzag | mamba | Diffusion Model |
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