{"total":90,"rows":[{"id":"2404.06564","title":"MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection","created":"2024-04-09","cited_by_count":113,"area":"ssm"},{"id":"2411.15269","title":"MambaIRv2: Attentive State Space Restoration","created":"2024-11-22","cited_by_count":94,"area":"ssm"},{"id":"2404.09516","title":"State Space Model for New-Generation Network Alternative to Transformers: A Survey","created":"2024-04-15","cited_by_count":59,"area":null},{"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":"2407.21773","title":"RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining","created":"2024-07-31","cited_by_count":56,"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":"2408.01276","title":"Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement","created":"2024-08-02","cited_by_count":48,"area":"ssm"},{"id":"2404.18861","title":"Visual Mamba: A Survey and New Outlooks","created":"2024-04-29","cited_by_count":41,"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":"2408.01129","title":"A Survey of Mamba","created":"2024-08-02","cited_by_count":39,"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":"2405.14343","title":"Efficient Visual State Space Model for Image Deblurring","created":"2024-05-23","cited_by_count":29,"area":null},{"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":"2503.12461","title":"MambaIC: State Space Models for High-Performance Learned Image Compression","created":"2025-03-16","cited_by_count":20,"area":null},{"id":"2410.03105","title":"Mamba in Vision: A Comprehensive Survey of Techniques and Applications","created":"2024-10-04","cited_by_count":18,"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":"2412.03748","title":"HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution","created":"2024-12-04","cited_by_count":17,"area":null},{"id":"2410.02362","title":"A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and Beyond","created":"2024-10-03","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":"2407.03636","title":"Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration","created":"2024-07-04","cited_by_count":15,"area":"diffusion"},{"id":"2410.21535","title":"ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction","created":"2024-10-28","cited_by_count":15,"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":"2410.03936","title":"Learning Truncated Causal History Model for Video Restoration","created":"2024-10-04","cited_by_count":13,"area":null},{"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":"2409.13094","title":"DenoMamba: A fused state-space model for low-dose CT denoising","created":"2024-09-19","cited_by_count":11,"area":null},{"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":"2507.10689","title":"CWNet: Causal Wavelet Network for Low-Light Image Enhancement","created":"2025-07-14","cited_by_count":10,"area":null},{"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":"2407.19789","title":"Interpreting Low-level Vision Models with Causal Effect Maps","created":"2024-07-29","cited_by_count":8,"area":null},{"id":"2505.18679","title":"Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization","created":"2025-05-24","cited_by_count":8,"area":null},{"id":"2405.08419","title":"WaterMamba: Visual State Space Model for Underwater Image Enhancement","created":"2024-05-14","cited_by_count":7,"area":null},{"id":"2406.12463","title":"LFMamba: Light Field Image Super-Resolution with State Space Model","created":"2024-06-18","cited_by_count":7,"area":null},{"id":"2504.04869","title":"DSwinIR: Rethinking Window-based Attention for Image Restoration","created":"2025-04-07","cited_by_count":7,"area":null},{"id":"2409.07040","title":"Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement","created":"2024-09-11","cited_by_count":6,"area":null},{"id":"2503.13740","title":"C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales","created":"2025-03-17","cited_by_count":6,"area":null},{"id":"2503.19721","title":"EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction","created":"2025-03-25","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":"2505.17581","title":"MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery","created":"2025-05-23","cited_by_count":6,"area":null},{"id":"2409.10385","title":"Mamba-ST: State Space Model for Efficient Style Transfer","created":"2024-09-16","cited_by_count":5,"area":"diffusion"},{"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":"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":"2409.10890","title":"SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance","created":"2024-09-17","cited_by_count":4,"area":null},{"id":"2410.20922","title":"FACTS: A Factored State-Space Framework For World Modelling","created":"2024-10-28","cited_by_count":4,"area":"wm"},{"id":"2504.10967","title":"An Efficient and Mixed Heterogeneous Model for Image Restoration","created":"2025-04-15","cited_by_count":4,"area":"ssm"},{"id":"2408.10679","title":"Alignment-free Raw Video Demoireing","created":"2024-08-20","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":"2503.10422","title":"Category Prompt Mamba Network for Nuclei Segmentation and Classification","created":"2025-03-13","cited_by_count":3,"area":"ssm"},{"id":"2603.02581","title":"ATD: Improved Transformer with Adaptive Token Dictionary for Image Restoration","created":"2026-03-03","cited_by_count":3,"area":null},{"id":"2506.03213","title":"ConMamba: Contrastive Vision Mamba for Plant Disease Detection","created":"2025-06-03","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":"2511.12572","title":"Through-Foliage Surface-Temperature Reconstruction for Early Wildfire Detection","created":"2025-11-16","cited_by_count":2,"area":null},{"id":"2407.01299","title":"Preserving Full Degradation Details for Blind Image Super-Resolution","created":"2024-07-01","cited_by_count":1,"area":null},{"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":"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":"2505.21099","title":"Instance Data Condensation for Image Super-Resolution","created":"2025-05-27","cited_by_count":1,"area":null},{"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":"2508.10542","title":"Beyond Global Scanning: Adaptive Visual State Space Modeling for Salient Object Detection in Optical Remote Sensing Images","created":"2025-08-14","cited_by_count":1,"area":null},{"id":"2512.16791","title":"KineST: A Kinematics-guided Spatiotemporal State Space Model for Human Motion Tracking from Sparse Signals","created":"2025-12-18","cited_by_count":1,"area":null},{"id":"2601.16603","title":"Omni-directional attention mechanism based on Mamba for speech separation","created":"2026-01-23","cited_by_count":1,"area":"ssm"},{"id":"2603.05834","title":"Architectural Unification for Polarimetric Imaging Across Multiple Degradations","created":"2026-03-06","cited_by_count":1,"area":null},{"id":"2605.08073","title":"EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2608.01760","title":"Pixel Ignores, Superpixel Sees: Adverse Weather Image Restoration via Semantic-Center SSM","created":"2026-08-03","cited_by_count":1,"area":null},{"id":"2408.00629","title":"Cross-Scan Mamba with Masked Training for Robust Spectral Imaging","created":"2024-08-01","cited_by_count":0,"area":"ssm"},{"id":"2408.10488","title":"Event Stream-based Sign Language Translation: A High-Definition Benchmark Dataset and A Novel Baseline","created":"2024-08-20","cited_by_count":0,"area":null},{"id":"2503.02270","title":"SSNet: Saliency Prior and State Space Model-based Network for Salient Object Detection in RGB-D Images","created":"2025-03-04","cited_by_count":0,"area":null},{"id":"2504.03442","title":"Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection","created":"2025-04-04","cited_by_count":0,"area":"ssm"},{"id":"2505.11062","title":"HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution","created":"2025-05-16","cited_by_count":0,"area":"ssm"},{"id":"2505.15822","title":"MambaStyle: Efficient StyleGAN Inversion for Real Image Editing with State-Space Models","created":"2025-05-06","cited_by_count":0,"area":null},{"id":"2507.07687","title":"Tree-Mamba: A Tree-Aware Mamba for Underwater Monocular Depth Estimation","created":"2025-07-10","cited_by_count":0,"area":"ssm"},{"id":"2507.11085","title":"Atmos-Bench: 3D Atmospheric Structures for Climate Insight","created":"2025-07-15","cited_by_count":0,"area":null},{"id":"2507.19076","title":"SP-Mamba: Spatial-Perception State Space Model for Unsupervised Medical Anomaly Detection","created":"2025-07-25","cited_by_count":0,"area":"ssm"},{"id":"2508.19638","title":"Beyond BEV: Optimizing Point-Level Tokens for Collaborative Perception","created":"2025-08-27","cited_by_count":0,"area":null},{"id":"2510.16765","title":"WaMaIR: Image Restoration via Multiscale Wavelet Convolutions and Mamba-based Channel Modeling with Texture Enhancement","created":"2025-10-19","cited_by_count":0,"area":"ssm"},{"id":"2510.21437","title":"Anisotropic Pooling for LUT-realizable CNN Image Restoration","created":"2025-10-24","cited_by_count":0,"area":null},{"id":"2511.05890","title":"SAR-FAH: A Frequency-Adaptive Hybrid Network based on Neural ODEs for Structural-Preserving SAR Despeckling","created":"2025-11-08","cited_by_count":0,"area":null},{"id":"2511.18152","title":"UnfoldLDM: Degradation-Aware Unfolding with Iterative Latent Diffusion Priors for Blind Image Restoration","created":"2025-11-22","cited_by_count":0,"area":"diffusion"},{"id":"2511.21132","title":"DeepRFTv2: Kernel-level Learning for Image Deblurring","created":"2025-11-26","cited_by_count":0,"area":null},{"id":"2601.17723","title":"Implicit Neural Representation-Based Continuous Single Image Super-Resolution: An Empirical Benchmark","created":"2026-01-25","cited_by_count":0,"area":null},{"id":"2603.01140","title":"Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers","created":"2026-03-01","cited_by_count":0,"area":null},{"id":"2603.11680","title":"UCAN: Unified Convolutional Attention Network for Expansive Receptive Fields in Lightweight Super-Resolution","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2603.20074","title":"MFil-Mamba: Multi-Filter Scanning for Spatial Redundancy-Aware Visual State Space Models","created":"2026-03-20","cited_by_count":0,"area":"ssm"},{"id":"2604.15170","title":"OmniLight: One Model to Rule All Lighting Conditions","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2606.23126","title":"MambaADv2: Evolving Duality-enhanced State Space Model for Unsupervised Anomaly Detection","created":"2026-06-22","cited_by_count":0,"area":"ssm"},{"id":"2606.24479","title":"MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction","created":"2026-06-23","cited_by_count":0,"area":"ssm"},{"id":"2606.31353","title":"RCL-Mamba: A Dual-domain State Space Model for Measurement-oriented Image Restoration in Rotational Sparse-View Scanning Computed Laminography","created":"2026-06-30","cited_by_count":0,"area":"ssm"},{"id":"2609.24337","title":"LiAuto-MindViT: A Hybrid Vision Backbone with Adaptive Bidirectional Mamba","created":"2026-09-21","cited_by_count":0,"area":"ssm"}],"next_cursor":null}