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State Space Models

Papers

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Showing 101–150 of 923 papers

TitleStatusHype
Retinexmamba: Retinex-based Mamba for Low-light Image EnhancementCode2
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space ModelsCode2
RainMamba: Enhanced Locality Learning with State Space Models for Video DerainingCode2
S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image ClassificationCode2
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space ModelsCode2
Diffusion-based Time Series Imputation and Forecasting with Structured State Space ModelsCode2
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image EnhancementCode2
MatMamba: A Matryoshka State Space ModelCode2
Quamba: A Post-Training Quantization Recipe for Selective State Space ModelsCode2
State-Free Inference of State-Space Models: The Transfer Function ApproachCode2
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space ModelCode2
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
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
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series ForecastingCode1
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based DecodersCode1
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time SeriesCode1
Normalizing Flow-based Differentiable Particle FiltersCode1
Novel Object 6D Pose Estimation with a Single Reference ViewCode1
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image RecoveryCode1
Online Variational Filtering and Parameter LearningCode1
Model-Based Reinforcement Learning via Latent-Space CollocationCode1
Change State Space Models for Remote Sensing Change DetectionCode1
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven PriorsCode1
MamBEV: Enabling State Space Models to Learn Birds-Eye-View RepresentationsCode1
Deep State Space Models for Nonlinear System IdentificationCode1
Advancing the State-of-the-Art for ECG Analysis through Structured State Space ModelsCode1
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space ModelsCode1
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
Mamba time series forecasting with uncertainty quantificationCode1
Brain-to-Text Benchmark '24: Lessons LearnedCode1
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image SegmentationCode1
Accelerating Toeplitz Neural Network with Constant-time Inference ComplexityCode1
MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image SegmentationCode1
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision MambaCode1
Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space ModelsCode1
Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision TasksCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space ModelsCode1
Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection LayersCode1
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field EnlargementCode1
Deep Latent State Space Models for Time-Series GenerationCode1
LOCOST: State-Space Models for Long Document Abstractive SummarizationCode1
MaIL: Improving Imitation Learning with MambaCode1
Bayes-Newton Methods for Approximate Bayesian Inference with PSD GuaranteesCode1
A Neural State-Space Model Approach to Efficient Speech SeparationCode1
Linear Attention for Efficient Bidirectional Sequence ModelingCode1
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