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State Space Models

Papers

Showing 201250 of 923 papers

TitleStatusHype
Deep Linear Hawkes Processes0
Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection0
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular LanguagesCode1
VisionGRU: A Linear-Complexity RNN Model for Efficient Image AnalysisCode1
Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning0
Brain-to-Text Benchmark '24: Lessons LearnedCode1
Non-asymptotic Error Analysis of Subspace Identification for Deterministic Systems0
V"Mean"ba: Visual State Space Models only need 1 hidden dimension0
Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision TasksCode1
State Space Models are Strong Text Rerankers0
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models0
GG-SSMs: Graph-Generating State Space Models0
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic SegmentationCode3
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers0
BarcodeMamba: State Space Models for Biodiversity AnalysisCode0
Deep Learning-based Approaches for State Space Models: A Selective Review0
Image Forgery Localization with State Space ModelsCode0
Forecasting realized covariances using HAR-type models0
XYScanNet: A State Space Model for Single Image Deblurring0
Does Representation Matter? Exploring Intermediate Layers in Large Language Models0
Physics-Driven Autoregressive State Space Models for Medical Image ReconstructionCode1
Selective Visual Prompting in Vision MambaCode1
Numerical Analysis of HiPPO-LegS ODE for Deep State Space Models0
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space ModelsCode0
Noise Covariances Identification by MDM: Weighting, Recursion, and ImplementationCode0
PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power SystemsCode1
The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity0
NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers?Code1
TAS-TsC: A Data-Driven Framework for Estimating Time of Arrival Using Temporal-Attribute-Spatial Tri-space Coordination of Truck Trajectories0
Learning Mamba as a Continual Learner0
DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series AnalysisCode0
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models0
Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing0
Marconi: Prefix Caching for the Era of Hybrid LLMs0
FTMoMamba: Motion Generation with Frequency and Text State Space Models0
BadScan: An Architectural Backdoor Attack on Visual State Space Models0
Attamba: Attending To Multi-Token StatesCode1
Abnormality-Driven Representation Learning for Radiology Imaging0
MobileMamba: Lightweight Multi-Receptive Visual Mamba NetworkCode3
State-Space Large Audio Language Models0
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks0
Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning0
Fast convolution algorithm for state space models0
OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction0
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space DualityCode2
Recursive Gaussian Process State Space ModelCode1
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation0
Hymba: A Hybrid-head Architecture for Small Language Models0
STREAM: A Universal State-Space Model for Sparse Geometric Data0
Robust and Constrained Estimation of State-Space Models: A Majorization-Minimization Approach0
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