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State Space Models

Papers

Showing 101150 of 923 papers

TitleStatusHype
Quamba: A Post-Training Quantization Recipe for Selective State Space ModelsCode2
Retinexmamba: Retinex-based Mamba for Low-light Image EnhancementCode2
Point Cloud Mamba: Point Cloud Learning via State Space ModelCode2
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image EnhancementCode2
Mamba in Speech: Towards an Alternative to Self-AttentionCode2
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space ModelsCode2
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation ModelCode2
S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image ClassificationCode2
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionCode2
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space ModelCode2
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space ModelCode2
Conditional Simulation Using Diffusion Schrödinger BridgesCode1
Linear Attention for Efficient Bidirectional Sequence ModelingCode1
On Uncertainty in Deep State Space Models for Model-Based Reinforcement LearningCode1
Online Variational Filtering and Parameter LearningCode1
Learning Phase Distortion with Selective State Space Models for Video Turbulence MitigationCode1
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular LanguagesCode1
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series ForecastingCode1
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space ModelsCode1
Novel Object 6D Pose Estimation with a Single Reference ViewCode1
NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers?Code1
Normalizing Flow-based Differentiable Particle FiltersCode1
OccMamba: Semantic Occupancy Prediction with State Space ModelsCode1
L^2M: Mutual Information Scaling Law for Long-Context Language ModelingCode1
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time SeriesCode1
Change State Space Models for Remote Sensing Change DetectionCode1
Learning neural state-space models: do we need a state estimator?Code1
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven PriorsCode1
O-Mamba: O-shape State-Space Model for Underwater Image EnhancementCode1
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image RecoveryCode1
It's Raw! Audio Generation with State-Space ModelsCode1
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
Image Deraining with Frequency-Enhanced State Space ModelCode1
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Brain-to-Text Benchmark '24: Lessons LearnedCode1
HRSAM: Efficient Interactive Segmentation in High-Resolution ImagesCode1
Implicit Language Models are RNNs: Balancing Parallelization and ExpressivityCode1
Accelerating Toeplitz Neural Network with Constant-time Inference ComplexityCode1
KM-UNet KAN Mamba UNet for medical image segmentationCode1
MamBEV: Enabling State Space Models to Learn Birds-Eye-View RepresentationsCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space ModelsCode1
GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension ReductionsCode1
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map ConstructionCode1
Bayes-Newton Methods for Approximate Bayesian Inference with PSD GuaranteesCode1
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image SegmentationCode1
Flash STU: Fast Spectral Transform UnitsCode1
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