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11 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Remember What You Did: Action-History Memory with Dual-Expert Denoising for Long-Horizon Vision-Language-Action Policies

    Sep 29, 2026Yaxin Zhao, Dianye Huang, Chenwei Wang +2Mamba

    Harbin Institute of Technology, Harbin, China. · Medical Intelligence and Robotic Cognition (MIRoC) Lab, Department of Mechanical Engineering, The University of Hong Kong (HKU), Hong Kong SAR, China. · Department of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China

  2. DR-net-Mamba: Selective State-Space Modeling for Long-Range ECG Time-Series Denoising

    Sep 28, 2026Basile Morel, Samuel Ruiperez-Campillo, Andreas P. Streich +2Mamba-Based ModelsMamba

    Department of Computer Science at ETH Zurich, Universitätstrasse 6, 8092 Zürich, Switzerland

  3. Non-Commutative State Tracking with Input-Dependent Low-Rank Updates in Mamba-3

    Sep 23, 2026Hiroki Fujii, Masaki YamakitaRecurrent StateMamba

    Department of Systems and Control Engineering, Institute of Science Tokyo, Tokyo, Japan

  4. Temporally Ordered Region-Token Mamba with Logit-Space Diffusion for Remote Sensing Change Detection

    Sep 22, 2026Anuvab Sen, Maneet Chatterjee, Aparup Ghosh +3Change DetectionRemote Sensing

    Georgia Institute of Technology · Indian Institute of Engineering Science and Technology (IIEST), Shibpur · Nanyang Technological University +2

  5. LiAuto-MindViT: A Hybrid Vision Backbone with Adaptive Bidirectional Mamba

    Sep 21, 2026Lifu Mu, Shuai Chen, Wen Zheng +7Self-Supervised Vision TransformersMamba-Based Models

    Li Auto Inc. · University of Science and Technology of China

  6. U-PEN Mamba: Progressive Expansion with Selective State-Space Modeling for Efficient Retinal Vessel Segmentation

    Sep 21, 2026Abel A. Reyes-Angulo, Sidike Paheding, Vijayan K. Asari +2Vessel SegmentationU-Net

    Michigan Technological University, Houghton, MI, USA · Fairfield University, Fairfield, CT, USA · University of Dayton, Dayton, OH, USA +1

  7. G-Mamba: Sparse Graph-Guided Mamba for Audio-Visual Speech Enhancement

    Sep 16, 2026Guo-Ruei Tseng, Hung-Shin Lee, Hsin-Min Wang +1Speech EnhancementMamba-Based Models

    Dept. of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan · Grad. Inst. of AI Interdisciplinary Applied Technology, National Taiwan Normal University, Taiwan · Inst. of Information Science, Academia Sinica, Taiwan

  8. MambaMPD: A Mamba-Driven Segmentation Framework for Marine Pollution Detection from Remote Sensing Imagery

    Sep 14, 2026Shuaiyu Chen, Wei Han, Peng Ren +2Remote Sensing Image SegmentationFeature Pyramid

    Department of Computer Science, University of Exeter, Exeter, United Kingdom · School of Computer Science, China University of Geosciences, Wuhan, China · College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China

  9. An Ultra-Widefield Swept-Source OCTA Dataset and a Polar-Gated Mamba Network for Retinal Vessel Segmentation

    Sep 14, 2026Yang Liu, Yibing Shen, Keming Zhao +12Vessel SegmentationCoronary Angiography

    Tsinghua Shenzhen International Graduate School, Shenzhen 518109, China · Tsinghua University, Beijing, China · Medical Artificial Intelligence Lab, The First Hospital of Hebei Medical University, Hebei Medical University, Shijiazhuang 050000, China +2

  10. Online Signature Verification Using Augmented Path Signature and T-Mamba

    Sep 8, 2026Ruiling Li, Danyu YangOnline Signature VerificationDistributional Signatures

    College of Mathematics and Statistics, Chongqing University, China

  11. On the Recall Scaling Laws in Mamba: A Theoretical and Mechanistic Study via Hashing

    Sep 7, 2026Yuval Koren, Assaf Ben-Kish, Raja Giryes +2Dense Associative MemoryFactual Recall

    Blavatnik School of Computer Science and AI, Tel Aviv University

  12. SPLG-Mamba: Structure-Preserving Local-Global Mamba Network for Salient Object Detection in Optical Remote Sensing Images

    Aug 30, 2026Yi Xu, Ruichao Hou, Tongwei Ren +1Feature PyramidRgb-Thermal Object Detection

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, 210008, Jiangsu, China · School of Elite Biomedical Engineers and the Institute for Interdisciplinary Intelligent Pharmacy, China Pharmaceutical University, Nanjing 211198, China

  13. Muon Meets Mamba: Spectral Optimization for State Space Models

    Aug 4, 2026Arslan Battalov, Karim Kramin, Alexander Markotenko +1MuonState Space Models

    HSE University · Moscow, Russia

  14. Lightweight 3D Object Detection via Mamba-Based Knowledge Distillation

    Aug 4, 2026Quoc Cuong Ninh, Huy Xuan Pham, Anh Tung Nguyen +13D Object DetectionVoxel

    Viettel AI, Viettel Group, Vietnam · Artificial Intelligence in Robotics Laboratory (AiR Lab), Department of Electrical and Computer Engineering, Aarhus University, 8000 Aarhus C, Denmark · VIST, Viettel Group, Vietnam

  15. Mamba with Hierarchical Memory: Solving Representation Bottleneck in Long Sequence Modeling

    Aug 3, 2026Qinwen Wang, Jieping Luo, Aoxiang Qin +5Sequence ModelingLong-Term Memory

    The Chinese University of Hong Kong, Shenzhen · Hainan Bielefeld University of Applied Sciences · BrainGalaxy

  16. Loop-Mamba: A Loop Mamba with Degradation-Aware and Shared Memory for Old Photo Restoration

    Aug 3, 2026Runci Bai, Yucheng Xin, Pu Wang +8Query-Specific Degradation-Aware RepresentationImage Restoration

    China Academy of Information and Communications Technology · Shandong Normal University · Shandong University +5

  17. DART: Decoded Attention over Recurrent States for Efficient Long-Context Sequence Modeling

    Aug 3, 2026Yixiao Qian, Song Chen, Pengkai Wang +3Recurrent StateKimi Delta Attention

    College of Control Science and Engineering, Zhejiang University · Department of Mathematics, National University of Singapore · Hong Kong Polytechnic University +1

  18. PNEC-Mamba: Prototype-Guided Positive-Negative Evidence Calibration for Hyperspectral Image Classification

    Aug 3, 2026Mingzhen Xu, Can Xu, Di Wang +2Hyperspectral ImageImage Classification

  19. MSCM-net: A hyperspectral image classiffcation method based on multi-scale convolution and Mamba

    Jul 30, 2026Jianjun Chen, Linlin Wang, Lifang Chang +4Multi-Scale ConvolutionHyperspectral Image

    Qingdao University of Technology, Qingdao, 266520, China · Nanyang Technological University, Singapore, 639798, Singapore

  20. SketchMamba: A Lightweight State-Space Model for Joint Progressive Sketch Classification and Stroke Auto-Completion

    Jul 26, 2026Kavish Jhaveri, Arya ShahSketchesAutoregressive Generation

    The National High School, Ahmedabad, India · Indian Institute of Technology, Gandhinagar, India

  21. Disentangling Multi-View Scanning in Mamba for Network Traffic Anomaly Detection

    Jul 24, 2026Xinglin Lian, Chengtai Cao, Ting Zhong +1Mamba-Based ModelsMamba

    University of Electronic Science and Technology of China · Chengdu, Sichuan, China · City University of Hong Kong +1

  22. DAMamba-UNet3D: A Parameter-Efficient Mamba State Space U-Net with Dynamic Adaptive Scan for 3D Medical Image Segmentation

    Jul 21, 2026Mohammad Arafat Hussain, Ellen Grant, Yangming Ou3D Medical Image SegmentationU-Net

    Boston Children’s Hospital, Harvard Medical School

  23. MambaPSA: A Mamba-based Replacement for C2PSA in YOLO26

    Jul 14, 2026Sheng-Wei Chan, Chia-Min Lin, Hsin-Jui Pan +4Yolo26Mamba-Based Models

    Department of Electrical and Computer Engineering, Tamkang University, New Taipei City, Taiwan

  24. A Hybrid Mamba for Audio-Visual Navigation

    Jul 14, 2026Yi Wang, Yinfeng YuAudio-Visual ReasoningObject Goal Navigation

    School of Computer Science and Technology, Xinjiang University, Urumqi 830017, China. · Joint Research Laboratory for Embodied Intelligence, Xinjiang University. · Joint International Research Laboratory of Silk Road Multilingual Cognitive Computing, Xinjiang University.

  25. StratMamba: Strategic and Reactive Stream Partitioning for Path-Efficient LiDAR-Based Obstacle Avoidance

    Jul 14, 2026Hung-Chieh Wu, Xiaopan Zhang, Kasra Sinaei +6Obstacle AvoidanceMamba

    1The Pennsylvania State University, USA. · 2AlphaZ, Inc., USA. · 3Georgia Institute of Technology, USA. +1

  26. RUFNet: Query-Guided Support Mask Refinement and Uncertainty Fusion based on Hybrid Mamba for Few-Shot Brain Tumor Segmentation

    Jul 6, 2026Dongyi He, Xiangkai Wang, Binbing Xu +5Brain Tumor SegmentationNeural Mask Estimation

    Department of Language Science and Technology, The Hong Kong Polytechnic University, Hong Kong SAR, China · School of Artificial Intelligence, Chongqing University of Technology, Chongqing, China · Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China +1

  27. Lightweight ML-Based Automatic Sleep Staging Framework with Constrained CNN and Mamba for Small-Sample EEG Datasets

    Jul 6, 2026Zihao Wei, Yulin Gong, Yudan LvSleepSmall-Sample Electroencephalogram Datasets

    School of Electronic Information Engineering, Changchun University of Science and Technology, Changchun 130022, Jilin Province, China · Jilin University, Changchun 130012, Jilin Province, China

  28. From Monolingual to Multilingual: Evaluating Mamba for ASR in South African Languages

    Jul 1, 2026Jesujoba O. Alabi, Julian Herreilers, Badr M. Abdullah +1Multilingual Automatic Speech RecognitionAutomatic Speech Recognition

    Saarland University, Germany · Saigen, South Africa

  29. RCL-Mamba: A Dual-domain State Space Model for Measurement-oriented Image Restoration in Rotational Sparse-View Scanning Computed Laminography

    Jun 30, 2026Xuyang Duan, Genyuan Zhang, Zhenjiang Dong +4Image RestorationRestoration

    Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Chongqing University, Chongqing, 400044, China · Engineering Research Center of Industrial CT Nondestructive Testing, Ministry of Education, Chongqing University, Chongqing, 400044, China

  30. Timesteps of Mamba Align with Human Reading Times

    Jun 29, 2026Yuji Yamamoto, Shinnosuke Isono, Yoshinobu Kawahara +1MambaLanguage Modeling

    SOKENDAI · NINJAL · The University of Osaka +2

  31. DR-Mamba: Automatic Inference-Time Domain Adaptation for Document Image Binarization via Sample-Conditioned Detail-Background Suppression

    Jun 21, 2026Sheng-Wei Chan, Jen-Shiun ChiangBinarizationAdaptive Boundary Suppression

    Department of Electrical and Computer Engineering, Tamkang University, New Taipei City, Taiwan

  32. An approach with Visual and Tabular Mamba to multimodal medical data using Mixed Fusion

    Jun 17, 2026Matheus B. Rocha, Gustavo B. Dettogni, Renato A. KrohlingMultimodal Clinical DataCancer Detection

    Labcin - Nature Inspired Computing Lab, Federal University of Espírito Santo, Vitória, Brazil · PPGI - Graduate Program in Computer Science, Federal University of Espírito Santo, Vitória, Brazil

  33. Reload-Mamba: Hierarchical Anti-Dilution State-Space Modeling for Multi-Class Semantic Segmentation

    Jun 16, 2026Sheng-Wei Chan, Hsin-Jui Pan, Jen-Shiun ChiangMambaState Space Models

    Department of Electrical and Computer Engineering, Tamkang University, No.151, Yingzhuan Rd., Tamsui Dist., New Taipei City, 251301, Taiwan

  34. DeepMine-Mamba: Mitigating Information Dilution in Mamba-Based State Space Models for Document Image Binarization

    Jun 7, 2026Sheng-Wei Chan, Yung-Che Wang, Hsin-Jui Pan +2BinarizationMamba

    Department of Electrical and Computer Engineering, Tamkang University, No.151, Yingzhuan Rd., Tamsui Dist., New Taipei City, 251301, Taiwan

  35. Coarse-to-fine Hierarchical Architecture with Sequential Mamba for Brain Reconstruction

    Jun 3, 2026Hoang-Son Vo, Van-Hung Bui, Minh-Huy Mai-Duc +2Functional Magnetic Resonance ImagingHuman Visual Cortex

    Chonnam National University, Gwangju, Republic of Korea · Vietnam National University - Ho Chi Minh City, University of Science, Vietnam · Institute for Cybersecurity and Digital Technologies, Russia

  36. Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM

    Jun 3, 2026SooHwan Eom, Jay Shim, Gwanhyeong Koo +4Multimodal Large Language ModelsCross-Modal Attention

    Korea Advanced Institute of Science and Technology / Korea, Republic of · University of Illinois in Urbana-Champaign / United States of America · Korea University / Korea, Republic of

  37. Cross-Modal Action Recognition in Egocentric Video Using Mamba: Integrating RGB and Hand Skeleton Streams via CLS Token Fusion Strategies

    May 23, 2026Juan Ignacio Bustos Gorostegui, Maria Elena BuemiOpen-Vocabulary Action Recognition3D Hand

    Univ. of Buenos Aires. Faculty of Exact and Natural Sciences. Dept. of Computer Science (DC). · CONICET-Univ. of Buenos Aires. Institute of Computer Sciences (ICC). Argentina.

  38. SO-Mamba: State-Ownership Mamba for Unrolled MRI Reconstruction

    May 21, 2026Pengcheng Fang, Hongli Chen, Fangfang Tang +3Magnetic Resonance Imaging ReconstructionMamba

    University of Southampton · University of Queensland · Soochow University

  39. MHMamba: Multi-Head Mamba for 3D Brain Tumor Segmentation

    May 15, 2026Hanjun Tao, Hua Wang, Fan ZhangBrain Tumor SegmentationMagnetic Resonance Imaging

    Shandong Technology and Business University, China · Ludong University, China

  40. Protocol-Aware Tokenization and Architecture Co-Design for Wireless Packet Foundation Models

    May 14, 2026Swadhin Pradhan, Shazal Irshad, Jerome HenryCapture ProtocolWireless Foundation Models

    Cisco Systems

  41. Polygon-mamba: Retinal vessel segmentation using polygon scanning mamba and space-frequency collaborative attention

    May 11, 2026Yuanyuan Peng, Wen LiVessel SegmentationTwo-Level Spatial-Frequency Fusion Strategy

    School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, 330000, China

  42. ReTAMamba: Reliability-Aware Temporal Aggregation with Mamba for Irregular Clinical Time Series Prediction

    May 11, 2026Jinwoong Kim, Sangjin ParkTime SeriesMamba

    Department of Industrial Data Engineering Hanyang University Seoul, Republic of Korea

  43. Breaking Spatial Uniformity: Prior-Guided Mamba with Radial Serialization for Lens Flare Removal

    May 8, 2026Zijia Fu, Yuanfei Huang, Lizhi Wang +1Gaussian DeblurringRestoration

    School of Artificial Intelligence, Beijing Normal University, Beijing, China · School of Artificial Intelligence, Beijing Normal University, Beijing 100875, China

  44. Density Field State Space Models: 1-Bit Distillation, Efficient Inference, and Knowledge Organization in Mamba-2

    Apr 28, 2026Chirag ShindeMamba-Based ModelsEfficient Inference

    Independent Researcher

  45. BVI-Mamba: Video Enhancement Using a Visual State-Space Model for Low-Light and Underwater Environments

    Apr 26, 2026Guoxi Huang, Ruirui Lin, Yini Li +2Underwater Image Enhancement MethodsVision State Space Models

    Visual Information Laboratory, University of Bristol, Bristol, UK

  46. AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting

    Apr 25, 2026Xudong Jiang, Mingshan Loo, Hanchen Yang +5Long-Range Temporal DependenciesFrequency Domain

    Tongji University Shanghai, China · Fudan University Shanghai, China

  47. Beyond ZOH: Advanced Discretization Strategies for Vision Mamba

    Apr 22, 2026Fady Ibrahim, Guangjun Liu, Guanghui WangVision State Space ModelsVision Foundation Models

    Toronto Metropolitan University, 350 Victoria St, Toronto, ON M5B 2K3

  48. Bilinear Input Modulation for Mamba: Koopman Bilinear Forms for Memory Retention and Multiplicative Computation

    Apr 19, 2026Hiroki Fujii, Masaki YamakitaState Space ModelsMultiple-Input Multiple-Output

    Department of Systems and Control Engineering, Institute of Science Tokyo, Tokyo, Japan

  49. SSMamba: A Self-Supervised Hybrid State Space Model for Pathological Image Classification

    Apr 17, 2026Enhui Chai, Sicheng Chen, Tianyi Zhang +2MambaSelf-Supervised Learning

    School of Computer Science, Northwest University · PuzzleLogic Pte Ltd, Singapore 229594, Singapore · Department of Electrical & Computer Engineering, National University of Singapore +1

  50. MedMamba: Recasting Mamba for Medical Time Series Classification

    Apr 17, 2026ZhengXiao He, Huayu Li, Xiwen Chen +4Time-Series ClassificationTime Series

    Department of Electrical & Computer Engineering at the University of Arizona, Tucson, AZ, USA

  51. Separators in Enhancing Autoregressive Pretraining for Vision Mamba

    Mar 4, 2026Hanpeng Liu, Zidan Wang, Shuoxi Zhang +2Self-Supervised Vision TransformersMamba

    Huazhong University of Science and Technology

  52. CLIMP: Contrastive Language-Image Mamba Pretraining

    Jan 11, 2026Nimrod Shabtay, Itamar Zimerman, Eli Schwartz +1Vision TransformerCross-Modal

    Tel-Aviv University · IBM Research

  53. Hidden State Poisoning Attacks against Mamba-based Language Models

    Jan 5, 2026Alexandre Le Mercier, Chris Develder, Thomas DemeesterHybrid Mamba-Transformer ModelAttacker Large Language Model

    IDLab–T2K, Ghent University–imec

  54. MambaX: Image Super-Resolution with State Predictive Control

    Nov 22, 2025Chenyu Li, Danfeng Hong, Bing Zhang +3Multi-Scale ConvolutionMamba-Based Models

    Southeast University, Nanjing 210096, China · Aerospace Information Research Institute, Chinese Academy of Sciences, 100094 Beijing, China, and the College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China, and also with the School of Mathematics, Southeast University, 210096 Nanjing, China · Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, the University of Tokyo, Chiba 277-8561, Japan +1

  55. How Can Mamba Learn In Context with Outliers and Generalize Provably?

    Oct 1, 2025Hongkang Li, Songtao Lu, Xiaodong Cui +2Mamba-Based ModelsIn-Context Learning

    Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA · Department of Computer Science and Engineering, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong · IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA +1

  56. HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning

    Sep 28, 2025Md Mozaharul Mottalib, Thao-Ly T. Phan, Rahmatollah BeheshtiMedical World ModelHybrid Transformer

    University of Delaware Newark, Delaware, USA · Thomas Jefferson University & Nemours Children’s Health Wilmington, Delaware, USA

  57. Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning

    Jul 8, 2024Xiaojie Li, Yibo Yang, Jianlong Wu +4Class-Incremental LearningFew-Shot Learning

    School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China · Pengcheng Laboratory, Shenzhen, China · King Abdullah University of Science and Technology, Jeddah, Saudi Arabia +1