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State Space Models

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Showing 101–150 of 923 papers

TitleStatusHype
Cross-Modal State-Space Graph Reasoning for Structured Summarization—0
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction—0
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation—0
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems—0
GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space ModelCode0
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models—0
MM-UNet: Meta Mamba UNet for Medical Image Segmentation—0
Gene42: Long-Range Genomic Foundation Model With Dense Attention—0
Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences—0
State Space Model Meets Transformer: A New Paradigm for 3D Object DetectionCode1
MamBEV: Enabling State Space Models to Learn Birds-Eye-View RepresentationsCode1
Inference and Learning of Nonlinear LFR State-Space ModelsCode0
MambaIC: State Space Models for High-Performance Learned Image CompressionCode2
A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework—0
UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection—0
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models—0
Mamba time series forecasting with uncertainty quantificationCode1
Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations—0
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space ModelsCode2
MinGRU-Based Encoder for Turbo Autoencoder Frameworks—0
Spectral State Space Model for Rotation-Invariant~Visual~Representation~Learning—0
Global-Aware Monocular Semantic Scene Completion with State Space Models—0
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-ExpertsCode2
Novel Object 6D Pose Estimation with a Single Reference ViewCode1
L^2M: Mutual Information Scaling Law for Long-Context Language ModelingCode1
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space ModelsCode1
LTL Verification of Memoryful Neural AgentsCode0
Mamba base PKD for efficient knowledge compression—0
S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart BuildingsCode0
Accelerating Model-Based Reinforcement Learning with State-Space World Models—0
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-trainingCode1
Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale—0
EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling—0
A Normal Variance Mixture Model for Robust Kalman Filtering—0
PICASO: Permutation-Invariant Context Composition with State Space Models—0
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Linear Attention for Efficient Bidirectional Sequence ModelingCode1
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models—0
CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological MeasurementCode0
Emergence of the Primacy Effect in Structured State-Space ModelsCode0
Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear DistillationCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws—0
DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object DetectionCode1
HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model—0
LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book DataCode1
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics—0
SS4Rec: Continuous-Time Sequential Recommendation with State Space ModelsCode0
A Survey on Mamba Architecture for Vision Applications—0
Physics-Informed Recurrent Network for State-Space Modeling of Gas Pipeline Networks—0
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