Browse State-of-the-Art › State Space Models › Papers, page 7
State Space Models
Papers archive 2025-07-28
archive papers tagged: 923 · with a code link: 394 · where Syntology ran a sample: 153 (135 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (153 of 923 tagged: 135 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)
Page 7 of 10: papers 601 to 700 of 923, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model25 Sep 2024 0 repositories listed
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Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability25 Sep 2024 0 repositories listed
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A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence Processing23 Sep 2024 0 repositories listed
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Test Time Learning for Time Series Forecasting21 Sep 2024 0 repositories listed
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State space models, emergence, and ergodicity: How many parameters are needed for stable predictions?20 Sep 2024 0 repositories listed
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StableMamba: Distillation-free Scaling of Large SSMs for Images and Videos18 Sep 2024 0 repositories listed
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Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes18 Sep 2024 0 repositories listed
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Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models17 Sep 2024 0 repositories listed
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Self-supervised Learning for Acoustic Few-Shot Classification15 Sep 2024 0 repositories listed
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Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline14 Sep 2024 0 repositories listed
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Deep Learning of Dynamic Systems using System Identification Toolbox(TM)11 Sep 2024 0 repositories listed
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Mamba for Scalable and Efficient Personalized Recommendations11 Sep 2024 0 repositories listed
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State-space models are accurate and efficient neural operators for dynamical systems5 Sep 2024 0 repositories listed
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Efficient Image Compression Using Advanced State Space Models4 Sep 2024 0 repositories listed
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EDCSSM: Edge Detection with Convolutional State Space Model3 Sep 2024 0 repositories listed
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Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion3 Sep 2024 0 repositories listed
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Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models31 Aug 2024 0 repositories listed
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Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models29 Aug 2024 0 repositories listed
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Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods29 Aug 2024 0 repositories listed
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Domain-decoupled Physics-informed Neural Networks with Closed-form Gradients for Fast Model Learning of Dynamical Systems27 Aug 2024 0 repositories listed
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Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba20 Aug 2024 0 repositories listed
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MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model17 Aug 2024 0 repositories listed
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Time Series Analysis by State Space Learning17 Aug 2024 0 repositories listed
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GrassNet: State Space Model Meets Graph Neural Network16 Aug 2024 0 repositories listed
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Where is the signal in tokenization space?16 Aug 2024 0 repositories listed
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DeNOTS: Stable Deep Neural ODEs for Time Series15 Aug 2024 0 repositories listed
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13 Aug 2024 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance10 Aug 2024 0 repositories listed
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DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models8 Aug 2024 0 repositories listed
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Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics8 Aug 2024 0 repositories listed
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PackMamba: Efficient Processing of Variable-Length Sequences in Mamba training7 Aug 2024 0 repositories listed
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Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network6 Aug 2024 0 repositories listed
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PhysMamba: State Space Duality Model for Remote Physiological Measurement2 Aug 2024 0 repositories listed
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A Survey of Mamba2 Aug 2024 0 repositories listed
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Enhanced Structured State Space Models via Grouped FIR Filtering and Attention Sink Mechanisms1 Aug 2024 0 repositories listed
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What comes after transformers? -- A selective survey connecting ideas in deep learning1 Aug 2024 0 repositories listed
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ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-229 Jul 2024 0 repositories listed
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From pixels to planning: scale-free active inference27 Jul 2024 0 repositories listed
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Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint27 Jul 2024 0 repositories listed
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EEG-SSM: Leveraging State-Space Model for Dementia Detection25 Jul 2024 0 repositories listed
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Deep State Space Recurrent Neural Networks for Time Series Forecasting21 Jul 2024 0 repositories listed
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EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification20 Jul 2024 0 repositories listed
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Temporal Test-Time Adaptation with State-Space Models17 Jul 2024 0 repositories listed
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Reachset-Conformant System Identification16 Jul 2024 0 repositories listed
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Data-Driven Controlled Invariant Sets for Gaussian Process State Space Models15 Jul 2024 0 repositories listed
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SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation15 Jul 2024 0 repositories listed
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HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context12 Jul 2024 0 repositories listed
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Parallelizing Autoregressive Generation with Variational State Space Models11 Jul 2024 0 repositories listed
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Towards a theory of learning dynamics in deep state space models10 Jul 2024 0 repositories listed
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RotRNN: Modelling Long Sequences with Rotations9 Jul 2024 0 repositories listed
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Uncertainty-preserving deep knowledge tracing with state-space models9 Jul 2024 0 repositories listed
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B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory8 Jul 2024 0 repositories listed
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Neural population dynamics in songbird RA and HVC during learned motor-vocal behavior8 Jul 2024 0 repositories listed
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On the Power of Convolution Augmented Transformer8 Jul 2024 0 repositories listed
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Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution8 Jul 2024 0 repositories listed
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Mamba Hawkes Process7 Jul 2024 0 repositories listed
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BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement3 Jul 2024 0 repositories listed
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Machine Learning Models for Dengue Forecasting in Singapore29 Jun 2024 0 repositories listed
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Learning Time-Varying Multi-Region Communications via Scalable Markovian Gaussian Processes29 Jun 2024 0 repositories listed
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25 Jun 2024 0 repositories listed
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Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba24 Jun 2024 0 repositories listed
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KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty21 Jun 2024 0 repositories listed
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LFMamba: Light Field Image Super-Resolution with State Space Model18 Jun 2024 0 repositories listed
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Delay Embedding Theory of Neural Sequence Models17 Jun 2024 0 repositories listed
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SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering14 Jun 2024 0 repositories listed
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State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era13 Jun 2024 0 repositories listed
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Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences12 Jun 2024 0 repositories listed
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Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans9 Jun 2024 0 repositories listed
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Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models6 Jun 2024 0 repositories listed
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5 Jun 2024 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 3 pointer-only (licence)
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A Survey of Transformer Enabled Time Series Synthesis4 Jun 2024 0 repositories listed
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LongSSM: On the Length Extension of State-space Models in Language Modelling4 Jun 2024 0 repositories listed
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Unlocking Guidance for Discrete State-Space Diffusion and Flow Models3 Jun 2024 0 repositories listed
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Pretrained Hybrids with MAD Skills2 Jun 2024 0 repositories listed
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Mamba State-Space Models Are Lyapunov-Stable Learners31 May 2024 0 repositories listed
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Length independent generalization bounds for deep SSM architectures30 May 2024 0 repositories listed
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Deep Bayesian Filter for Bayes-faithful Data Assimilation29 May 2024 0 repositories listed
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FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining29 May 2024 0 repositories listed
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State Space Models are Comparable to Transformers in Estimating Functions with Dynamic Smoothness29 May 2024 0 repositories listed
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Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model28 May 2024 0 repositories listed
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Efficient Time Series Processing for Transformers and State-Space Models through Token Merging28 May 2024 0 repositories listed
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SMR: State Memory Replay for Long Sequence Modeling27 May 2024 0 repositories listed
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Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory26 May 2024 0 repositories listed
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MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space25 May 2024 0 repositories listed
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Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting25 May 2024 0 repositories listed
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MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models23 May 2024 0 repositories listed
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Scalable Visual State Space Model with Fractal Scanning23 May 2024 0 repositories listed
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Audio Mamba: Pretrained Audio State Space Model For Audio Tagging22 May 2024 0 repositories listed
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HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model22 May 2024 0 repositories listed
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Physics-Guided State-Space Model Augmentation Using Weighted Regularized Neural Networks16 May 2024 0 repositories listed
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Comparative Study of State-based Neural Networks for Virtual Analog Audio Effects Modeling7 May 2024 0 repositories listed
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Weighted Least-Squares PARSIM7 May 2024 0 repositories listed
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From Generalization Analysis to Optimization Designs for State Space Models4 May 2024 0 repositories listed
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SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients2 May 2024 0 repositories listed
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27 Apr 2024 0 repositories listed
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Learning World Models With Hierarchical Temporal Abstractions: A Probabilistic Perspective24 Apr 2024 0 repositories listed
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CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration17 Apr 2024 0 repositories listed
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LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory17 Apr 2024 0 repositories listed
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State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend17 Apr 2024 0 repositories listed
Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.