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State Space Models

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Showing 551–600 of 923 papers

TitleStatusHype
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image SegmentationCode2
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space ModelsCode2
Activating Wider Areas in Image Super-ResolutionCode1
Motion Mamba: Efficient and Long Sequence Motion GenerationCode2
SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State SpacesCode1
A multi-cohort study on prediction of acute brain dysfunction states using selective state space models—0
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space ModelsCode1
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
Mastering Memory Tasks with World ModelsCode2
An L-BFGS-B approach for linear and nonlinear system identification under _1 and group-Lasso regularizationCode2
MedMamba: Vision Mamba for Medical Image ClassificationCode4
Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space ModelsCode2
On the computation of stable coupled state-space models for dynamic substructuring applications—0
Normalizing Flow-based Differentiable Particle FiltersCode1
Point Cloud Mamba: Point Cloud Learning via State Space ModelCode2
Theoretical Foundations of Deep Selective State-Space ModelsCode1
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language ModelsCode2
Differentiable Particle Filtering using Optimal Placement Resampling—0
Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual LearningCode2
State Space Models for Event CamerasCode3
Linear Transformers with Learnable Kernel Functions are Better In-Context ModelsCode2
Hierarchical State Space Models for Continuous Sequence-to-Sequence ModelingCode1
Graph Mamba: Towards Learning on Graphs with State Space ModelsCode0
Scalable Diffusion Models with State Space BackboneCode2
Mamba-ND: Selective State Space Modeling for Multi-Dimensional DataCode2
On Provable Length and Compositional GeneralizationCode0
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning TasksCode3
Importance sampling for online variational learning—0
Contingency Detection in Modern Power Systems: A Stochastic Hybrid System Method—0
BlackMamba: Mixture of Experts for State-Space ModelsCode3
Repeat After Me: Transformers are Better than State Space Models at CopyingCode3
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of AdaptersCode1
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State SpacesCode3
LOCOST: State-Space Models for Long Document Abstractive SummarizationCode1
Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space modelsCode1
Vivim: a Video Vision Mamba for Medical Video SegmentationCode2
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space ModelCode2
MoE-Mamba: Efficient Selective State Space Models with Mixture of ExpertsCode3
Online Variational Sequential Monte CarloCode0
Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief PropagationCode1
Variational excess risk bound for general state space models—0
Learning Long Sequences in Spiking Neural Networks—0
Spectral State Space ModelsCode1
Structured state-space models are deep Wiener modelsCode0
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online InferenceCode1
Learning Differentiable Particle Filter on the FlyCode0
Enhancing data-limited assessments with random effects: A case study on Korea chub mackerel (Scomber japonicus)Code0
Recurrent Distance Filtering for Graph Representation LearningCode1
Mamba: Linear-Time Sequence Modeling with Selective State SpacesCode6
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable ReparameterizationCode1
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