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State Space Models

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Showing 101–150 of 923 papers

TitleStatusHype
H-vmunet: High-order Vision Mamba UNet for Medical Image SegmentationCode2
Hungry Hungry Hippos: Towards Language Modeling with State Space ModelsCode2
Quamba: A Post-Training Quantization Recipe for Selective State Space ModelsCode2
PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference MambaCode2
Linear Transformers with Learnable Kernel Functions are Better In-Context ModelsCode2
Point Cloud Mamba: Point Cloud Learning via State Space ModelCode2
Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual LearningCode2
Simplified State Space Layers for Sequence ModelingCode2
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionCode2
Vision Mamba: A Comprehensive Survey and TaxonomyCode2
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and ChallengesCode2
Conditional Simulation Using Diffusion Schrödinger BridgesCode1
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular LanguagesCode1
On Uncertainty in Deep State Space Models for Model-Based Reinforcement LearningCode1
OccMamba: Semantic Occupancy Prediction with State Space ModelsCode1
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space ModelsCode1
Learning neural state-space models: do we need a state estimator?Code1
Online Variational Filtering and Parameter LearningCode1
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series ForecastingCode1
L^2M: Mutual Information Scaling Law for Long-Context Language ModelingCode1
NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers?Code1
O-Mamba: O-shape State-Space Model for Underwater Image EnhancementCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
Learning Phase Distortion with Selective State Space Models for Video Turbulence MitigationCode1
Normalizing Flow-based Differentiable Particle FiltersCode1
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time SeriesCode1
It's Raw! Audio Generation with State-Space ModelsCode1
Change State Space Models for Remote Sensing Change DetectionCode1
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven PriorsCode1
Novel Object 6D Pose Estimation with a Single Reference ViewCode1
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image RecoveryCode1
Implicit Language Models are RNNs: Balancing Parallelization and ExpressivityCode1
Image Deraining with Frequency-Enhanced State Space ModelCode1
Advancing the State-of-the-Art for ECG Analysis through Structured State Space ModelsCode1
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision MambaCode1
Model-Based Reinforcement Learning via Latent-Space CollocationCode1
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based DecodersCode1
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Brain-to-Text Benchmark '24: Lessons LearnedCode1
Linear Attention for Efficient Bidirectional Sequence ModelingCode1
Hierarchical State Space Models for Continuous Sequence-to-Sequence ModelingCode1
Accelerating Toeplitz Neural Network with Constant-time Inference ComplexityCode1
HRSAM: Efficient Interactive Segmentation in High-Resolution ImagesCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
MamBEV: Enabling State Space Models to Learn Birds-Eye-View RepresentationsCode1
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map ConstructionCode1
GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension ReductionsCode1
Mamba time series forecasting with uncertainty quantificationCode1
Bayes-Newton Methods for Approximate Bayesian Inference with PSD GuaranteesCode1
Flash STU: Fast Spectral Transform UnitsCode1
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