{"total":125,"rows":[{"id":"2403.06977","title":"VideoMamba: State Space Model for Efficient Video Understanding","created":"2024-03-11","cited_by_count":328,"area":"ssm"},{"id":"2403.17695","title":"PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition","created":"2024-03-26","cited_by_count":141,"area":"ssm"},{"id":"2411.15269","title":"MambaIRv2: Attentive State Space Restoration","created":"2024-11-22","cited_by_count":94,"area":"ssm"},{"id":"2404.09498","title":"FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba","created":"2024-04-15","cited_by_count":81,"area":"ssm"},{"id":"2404.04256","title":"Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation","created":"2024-04-05","cited_by_count":71,"area":"ssm"},{"id":"2404.16112","title":"Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges","created":"2024-04-24","cited_by_count":64,"area":"ssm"},{"id":"2404.09476","title":"FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining","created":"2024-04-15","cited_by_count":57,"area":"ssm"},{"id":"2405.04404","title":"Vision Mamba: A Comprehensive Survey and Taxonomy","created":"2024-05-07","cited_by_count":54,"area":"ssm"},{"id":"2404.15956","title":"A Survey on Visual Mamba","created":"2024-04-24","cited_by_count":50,"area":"ssm"},{"id":"2405.04964","title":"Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution","created":"2024-05-08","cited_by_count":48,"area":"ssm"},{"id":"2412.20066","title":"MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration","created":"2024-12-28","cited_by_count":45,"area":"ssm"},{"id":"2410.15091","title":"Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion","created":"2024-10-19","cited_by_count":41,"area":"ssm"},{"id":"2403.16536","title":"VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting","created":"2024-03-25","cited_by_count":35,"area":"ssm"},{"id":"2405.19450","title":"FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining","created":"2024-05-29","cited_by_count":33,"area":"ssm"},{"id":"2407.18559","title":"VSSD: Vision Mamba with Non-Causal State Space Duality","created":"2024-07-26","cited_by_count":29,"area":"ssm"},{"id":"2405.15413","title":"MambaVC: Learned Visual Compression with Selective State Spaces","created":"2024-05-24","cited_by_count":28,"area":"ssm"},{"id":"2501.16583","title":"Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration","created":"2025-01-27","cited_by_count":28,"area":"ssm"},{"id":"2403.20106","title":"Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring","created":"2024-03-29","cited_by_count":25,"area":"ssm"},{"id":"2405.03008","title":"DVMSR: Distillated Vision Mamba for Efficient Super-Resolution","created":"2024-05-05","cited_by_count":24,"area":"ssm"},{"id":"2406.07537","title":"Autoregressive Pretraining with Mamba in Vision","created":"2024-06-11","cited_by_count":22,"area":"ssm"},{"id":"2405.01726","title":"SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising","created":"2024-05-02","cited_by_count":20,"area":"ssm"},{"id":"2409.04356","title":"Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model","created":"2024-09-06","cited_by_count":20,"area":"ssm"},{"id":"2410.06806","title":"QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model","created":"2024-10-09","cited_by_count":18,"area":"ssm"},{"id":"2408.08827","title":"RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba","created":"2024-08-16","cited_by_count":17,"area":"ssm"},{"id":"2404.11375","title":"Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion","created":"2024-04-17","cited_by_count":16,"area":"ssm"},{"id":"2410.10140","title":"Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution","created":"2024-10-14","cited_by_count":16,"area":"ssm"},{"id":"2501.07810","title":"AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation","created":"2025-01-14","cited_by_count":16,"area":"ssm"},{"id":"2503.01113","title":"SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures","created":"2025-03-03","cited_by_count":16,"area":"ssm"},{"id":"2406.18950","title":"MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion","created":"2024-06-27","cited_by_count":15,"area":"ssm"},{"id":"2407.13772","title":"GroupMamba: Efficient Group-Based Visual State Space Model","created":"2024-07-18","cited_by_count":15,"area":"ssm"},{"id":"2405.10030","title":"RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing","created":"2024-05-16","cited_by_count":14,"area":"ssm"},{"id":"2408.11758","title":"MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs","created":"2024-08-21","cited_by_count":14,"area":"ssm"},{"id":"2405.09873","title":"IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model","created":"2024-05-16","cited_by_count":13,"area":"ssm"},{"id":"2407.06839","title":"A Mamba-based Siamese Network for Remote Sensing Change Detection","created":"2024-07-08","cited_by_count":13,"area":"ssm"},{"id":"2405.17149","title":"LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling","created":"2024-05-27","cited_by_count":12,"area":"ssm"},{"id":"2408.10854","title":"MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling","created":"2024-08-20","cited_by_count":12,"area":"ssm"},{"id":"2411.11906","title":"$\\text{S}^{3}$Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model","created":"2024-11-16","cited_by_count":12,"area":"ssm"},{"id":"2506.22246","title":"EAMamba: Efficient All-Around Vision State Space Model for Image Restoration","created":"2025-06-27","cited_by_count":10,"area":"ssm"},{"id":"2406.09546","title":"QMamba: On First Exploration of Vision Mamba for Image Quality Assessment","created":"2024-06-13","cited_by_count":9,"area":"ssm"},{"id":"2412.20084","title":"STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection","created":"2024-12-28","cited_by_count":9,"area":"ssm"},{"id":"2504.02697","title":"Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation","created":"2025-04-03","cited_by_count":9,"area":"ssm"},{"id":"2505.20941","title":"PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter","created":"2025-05-27","cited_by_count":9,"area":"ssm"},{"id":"2406.16083","title":"Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning","created":"2024-06-23","cited_by_count":8,"area":"ssm"},{"id":"2404.09697","title":"HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising","created":"2024-04-15","cited_by_count":7,"area":"ssm"},{"id":"2409.01728","title":"Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion","created":"2024-09-03","cited_by_count":7,"area":"ssm"},{"id":"2409.12401","title":"MambaRecon: MRI Reconstruction with Structured State Space Models","created":"2024-09-19","cited_by_count":7,"area":"ssm"},{"id":"2410.14214","title":"MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging","created":"2024-10-18","cited_by_count":7,"area":"ssm"},{"id":"2503.16134","title":"Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing","created":"2025-03-20","cited_by_count":7,"area":"ssm"},{"id":"2409.00410","title":"A Hybrid Transformer-Mamba Network for Single Image Deraining","created":"2024-08-31","cited_by_count":6,"area":"ssm"},{"id":"2504.04787","title":"Dynamic Vision Mamba","created":"2025-04-07","cited_by_count":6,"area":"ssm"},{"id":"2505.00630","title":"Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook","created":"2025-05-01","cited_by_count":6,"area":"ssm"},{"id":"2508.02192","title":"Content-Aware Mamba for Learned Image Compression","created":"2025-08-04","cited_by_count":6,"area":"ssm"},{"id":"2412.12496","title":"Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training","created":"2024-12-17","cited_by_count":5,"area":"ssm"},{"id":"2503.15934","title":"SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer","created":"2025-03-20","cited_by_count":5,"area":"ssm"},{"id":"2503.21970","title":"Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration","created":"2025-03-27","cited_by_count":5,"area":"ssm"},{"id":"2505.05307","title":"PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining","created":"2025-05-08","cited_by_count":5,"area":"ssm"},{"id":"2506.22762","title":"VSRM: A Robust Mamba-Based Framework for Video Super-Resolution","created":"2025-06-28","cited_by_count":5,"area":"ssm"},{"id":"2601.00322","title":"Depth-Synergized Mamba Meets Memory Experts for All-Day Image Reflection Separation","created":"2026-01-01","cited_by_count":5,"area":"ssm"},{"id":"2405.07777","title":"GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images","created":"2024-05-13","cited_by_count":4,"area":"ssm"},{"id":"2412.10338","title":"XYScanNet: A State Space Model for Single Image Deblurring","created":"2024-12-13","cited_by_count":4,"area":"ssm"},{"id":"2503.06565","title":"Future-Aware Interaction Network For Motion Forecasting","created":"2025-03-09","cited_by_count":4,"area":"ssm"},{"id":"2504.10967","title":"An Efficient and Mixed Heterogeneous Model for Image Restoration","created":"2025-04-15","cited_by_count":4,"area":"ssm"},{"id":"2511.17929","title":"MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection","created":"2025-11-22","cited_by_count":4,"area":"ssm"},{"id":"2404.19394","title":"CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation","created":"2024-04-30","cited_by_count":3,"area":"ssm"},{"id":"2407.19248","title":"Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint","created":"2024-07-27","cited_by_count":3,"area":"ssm"},{"id":"2411.11717","title":"RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model","created":"2024-11-18","cited_by_count":3,"area":"ssm"},{"id":"2501.08163","title":"DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction","created":"2025-01-14","cited_by_count":3,"area":"ssm"},{"id":"2501.08837","title":"MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation","created":"2025-01-15","cited_by_count":3,"area":"ssm"},{"id":"2501.18500","title":"HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution","created":"2025-01-30","cited_by_count":3,"area":"ssm"},{"id":"2508.09179","title":"HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction","created":"2025-08-07","cited_by_count":3,"area":"ssm"},{"id":"2510.10160","title":"SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation","created":"2025-10-11","cited_by_count":3,"area":"ssm"},{"id":"2406.05992","title":"MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba","created":"2024-06-10","cited_by_count":2,"area":"ssm"},{"id":"2501.06138","title":"MS-Temba: Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos","created":"2025-01-10","cited_by_count":2,"area":"ssm"},{"id":"2504.01466","title":"Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes","created":"2025-04-02","cited_by_count":2,"area":"ssm"},{"id":"2504.16003","title":"MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment","created":"2025-04-22","cited_by_count":2,"area":"ssm"},{"id":"2505.05397","title":"PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model","created":"2025-05-08","cited_by_count":2,"area":"ssm"},{"id":"2506.19263","title":"3D-SSM: A Novel 3D Selective Scan Module for Remote Sensing Change Detection","created":"2025-06-24","cited_by_count":2,"area":"ssm"},{"id":"2508.12346","title":"MBMamba: When Memory Buffer Meets Mamba for Structure-Aware Image Deblurring","created":"2025-08-17","cited_by_count":2,"area":"ssm"},{"id":"2509.24334","title":"Wavelet-Assisted Mamba for Satellite-Derived Sea Surface Temperature Super-Resolution","created":"2025-09-29","cited_by_count":2,"area":"ssm"},{"id":"2511.01315","title":"MVSMamba: Multi-View Stereo with State Space Model","created":"2025-11-03","cited_by_count":2,"area":"ssm"},{"id":"2512.06657","title":"TextMamba: Scene Text Detector with Mamba","created":"2025-12-07","cited_by_count":2,"area":"ssm"},{"id":"2606.22801","title":"Learning Adaptive Dynamical Features via Multi-$\\tau$ Liquid-Mamba for All-in-one Image Restoration","created":"2026-06-22","cited_by_count":2,"area":"ssm"},{"id":"2406.16722","title":"Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba","created":"2024-06-24","cited_by_count":1,"area":"ssm"},{"id":"2409.05587","title":"DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification","created":"2024-09-09","cited_by_count":1,"area":"ssm"},{"id":"2409.16604","title":"Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement","created":"2024-09-25","cited_by_count":1,"area":"ssm"},{"id":"2410.21211","title":"Exploring contextual modeling with linear complexity for point cloud segmentation","created":"2024-10-28","cited_by_count":1,"area":"ssm"},{"id":"2411.03260","title":"ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal","created":"2024-11-05","cited_by_count":1,"area":"ssm"},{"id":"2411.06217","title":"Selective State Space Model for Monaural Speech Enhancement","created":"2024-11-09","cited_by_count":1,"area":"ssm"},{"id":"2503.06897","title":"Multi-granular body modeling with Redundancy-Free Spatiotemporal Fusion for Text-Driven Motion Generation","created":"2025-03-10","cited_by_count":1,"area":"ssm"},{"id":"2503.17938","title":"Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning","created":"2025-03-23","cited_by_count":1,"area":"ssm"},{"id":"2506.14121","title":"FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution","created":"2025-06-17","cited_by_count":1,"area":"ssm"},{"id":"2508.10453","title":"Trajectory-aware Shifted State Space Models for Online Video Super-Resolution","created":"2025-08-14","cited_by_count":1,"area":"ssm"},{"id":"2509.08458","title":"First-order State Space Model for Lightweight Image Super-resolution","created":"2025-09-10","cited_by_count":1,"area":"ssm"},{"id":"2510.24260","title":"DeshadowMamba: Deshadowing as 1D Sequential Similarity","created":"2025-10-28","cited_by_count":1,"area":"ssm"},{"id":"2511.03232","title":"Transformer-Progressive Mamba Network for Lightweight Image Super-Resolution","created":"2025-11-05","cited_by_count":1,"area":"ssm"},{"id":"2512.19676","title":"Efficient Vision Mamba for MRI Super-Resolution via Hybrid Selective Scanning","created":"2025-12-22","cited_by_count":1,"area":"ssm"},{"id":"2602.23890","title":"DACESR: Degradation-Aware Conditional Embedding for Real-World Image Super-Resolution","created":"2026-02-27","cited_by_count":1,"area":"ssm"},{"id":"2603.09138","title":"Rotation Equivariant Mamba for Vision Tasks","created":"2026-03-10","cited_by_count":1,"area":"ssm"},{"id":"2603.09171","title":"Progressive Split Mamba: Effective State Space Modelling for Image Restoration","created":"2026-03-10","cited_by_count":1,"area":"ssm"},{"id":"2405.17659","title":"Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba","created":"2024-05-27","cited_by_count":0,"area":"ssm"}],"next_cursor":"100"}