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State Space Models

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Showing 576–600 of 923 papers

TitleStatusHype
Q-S5: Towards Quantized State Space ModelsCode0
State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era—0
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences—0
An Empirical Study of Mamba-based Language Models—0
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics PriorCode0
Parallelizing Linear Transformers with the Delta Rule over Sequence Length—0
Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans—0
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models—0
P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks—0
LongSSM: On the Length Extension of State-space Models in Language Modelling—0
EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential RecommendationCode0
A Survey of Transformer Enabled Time Series Synthesis—0
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models—0
Pretrained Hybrids with MAD Skills—0
Mamba State-Space Models Are Lyapunov-Stable Learners—0
Recurrent neural networks: vanishing and exploding gradients are not the end of the storyCode0
Length independent generalization bounds for deep SSM architectures—0
Language Models Need Inductive Biases to Count InductivelyCode0
Deep Bayesian Filter for Bayes-faithful Data Assimilation—0
State Space Models are Comparable to Transformers in Estimating Functions with Dynamic Smoothness—0
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining—0
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model—0
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging—0
SMR: State Memory Replay for Long Sequence Modeling—0
The Expressive Capacity of State Space Models: A Formal Language Perspective—0
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