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State Space Models

Papers

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Showing 151–200 of 923 papers

TitleStatusHype
O-Mamba: O-shape State-Space Model for Underwater Image EnhancementCode1
DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI ReconstructionCode1
Novel Object 6D Pose Estimation with a Single Reference ViewCode1
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven PriorsCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers?Code1
Online Variational Filtering and Parameter LearningCode1
Model-Based Reinforcement Learning via Latent-Space CollocationCode1
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image GenerationCode1
Differentiable Particle Filtering via Entropy-Regularized Optimal TransportCode1
Effectively Modeling Time Series with Simple Discrete State SpacesCode1
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision MambaCode1
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular LanguagesCode1
Bayes-Newton Methods for Approximate Bayesian Inference with PSD GuaranteesCode1
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space ModelsCode1
A Neural State-Space Model Approach to Efficient Speech SeparationCode1
Mamba time series forecasting with uncertainty quantificationCode1
MamBEV: Enabling State Space Models to Learn Birds-Eye-View RepresentationsCode1
MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image SegmentationCode1
Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space ModelsCode1
Deep State Space Models for Nonlinear System IdentificationCode1
Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space ModelsCode1
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental LearningCode1
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image SegmentationCode1
On Uncertainty in Deep State Space Models for Model-Based Reinforcement LearningCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection LayersCode1
Deep Latent State Space Models for Time-Series GenerationCode1
LOCOST: State-Space Models for Long Document Abstractive SummarizationCode1
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field EnlargementCode1
Linear Attention for Efficient Bidirectional Sequence ModelingCode1
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image RecoveryCode1
LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book DataCode1
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based DecodersCode1
MaIL: Improving Imitation Learning with MambaCode1
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time SeriesCode1
Deciphering Movement: Unified Trajectory Generation Model for Multi-AgentCode1
Normalizing Flow-based Differentiable Particle FiltersCode1
DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object DetectionCode1
OccMamba: Semantic Occupancy Prediction with State Space ModelsCode1
Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief PropagationCode1
L^2M: Mutual Information Scaling Law for Long-Context Language ModelingCode1
Parameter-Efficient Fine-Tuning of 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
Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with UncertaintyCode1
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image EnhancementCode1
Activating Wider Areas in Image Super-ResolutionCode1
It's Raw! Audio Generation with State-Space ModelsCode1
DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable LearnersCode1
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