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State Space Models

Papers

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Showing 301–350 of 923 papers

TitleStatusHype
PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks—0
Demystifying the Token Dynamics of Deep Selective State Space Models—0
Mamba in Vision: A Comprehensive Survey of Techniques and ApplicationsCode2
Mathematical Formalism for Memory Compression in Selective State Space Models—0
HRVMamba: High-Resolution Visual State Space Model for Dense PredictionCode0
TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models—0
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs—0
A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and BeyondCode2
Tuning Frequency Bias of State Space Models—0
Mitigating Copy Bias in In-Context Learning through Neuron Pruning—0
A SSM is Polymerized from Multivariate Time SeriesCode0
Violina: Various-of-trajectories Identification of Linear Time-invariant Non-Markovian Dynamics—0
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models—0
Exploring Token Pruning in Vision State Space Models—0
Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability—0
MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model—0
A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence Processing—0
Test Time Learning for Time Series Forecasting—0
State space models, emergence, and ergodicity: How many parameters are needed for stable predictions?—0
MambaRecon: MRI Reconstruction with Structured State Space ModelsCode0
PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference MambaCode2
StableMamba: Distillation-free Scaling of Large SSMs for Images and Videos—0
Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes—0
Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models—0
PixelBytes: Catching Unified Representation for Multimodal GenerationCode0
CoMamba: Real-time Cooperative Perception Unlocked with State Space ModelsCode0
Flash STU: Fast Spectral Transform UnitsCode1
Self-supervised Learning for Acoustic Few-Shot Classification—0
Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline—0
MambaFoley: Foley Sound Generation using Selective State-Space ModelsCode0
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map ConstructionCode1
Tracking Network Dynamics using Probabilistic State-Space ModelsCode0
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space ModelsCode1
Mamba for Scalable and Efficient Personalized Recommendations—0
Deep Learning of Dynamic Systems using System Identification Toolbox(TM)—0
Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD PromptsCode0
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language ModelingCode0
Cross-attention Inspired Selective State Space Models for Target Sound ExtractionCode1
State-space models are accurate and efficient neural operators for dynamical systemsCode0
UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing ImagesCode1
Efficient Image Compression Using Advanced State Space Models—0
PixelBytes: Catching Unified Embedding for Multimodal GenerationCode0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion—0
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential RecommendationCode1
Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models—0
TrackSSM: A General Motion Predictor by State-Space ModelCode1
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural DynamicsCode0
Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models—0
Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods—0
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