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State Space Models

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Showing 401–450 of 923 papers

TitleStatusHype
Parallelizing Autoregressive Generation with Variational State Space Models—0
Towards a theory of learning dynamics in deep state space models—0
Uncertainty-preserving deep knowledge tracing with state-space models—0
RotRNN: Modelling Long Sequences with Rotations—0
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory—0
Neural population dynamics in songbird RA and HVC during learned motor-vocal behavior—0
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental LearningCode1
Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution—0
On the Power of Convolution Augmented Transformer—0
How Effective are State Space Models for Machine Translation?Code0
Mamba Hawkes Process—0
DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable LearnersCode1
BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement—0
VFIMamba: Video Frame Interpolation with State Space ModelsCode2
HRSAM: Efficient Interactive Segmentation in High-Resolution ImagesCode1
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba CounterpartCode3
Machine Learning Models for Dengue Forecasting in Singapore—0
Learning Time-Varying Multi-Region Communications via Scalable Markovian Gaussian Processes—0
Time Series Clustering with General State Space Models via Stochastic Variational InferenceCode0
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model—0
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba—0
KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty—0
LFMamba: Light Field Image Super-Resolution with State Space Model—0
Slot State Space ModelsCode1
Delay Embedding Theory of Neural Sequence Models—0
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object DetectionCode2
SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering—0
Q-S5: Towards Quantized State Space ModelsCode0
State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era—0
Towards Evaluating the Robustness of Visual State Space ModelsCode1
MaIL: Improving Imitation Learning with MambaCode1
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences—0
An Empirical Study of Mamba-based Language Models—0
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image EnhancementCode1
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language ModelingCode4
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics PriorCode0
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision MambaCode1
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
What Can We Learn from State Space Models for Machine Learning on Graphs?Code1
Mamba YOLO: A Simple Baseline for Object Detection with State Space ModelCode4
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series ForecastingCode1
Exploring Adversarial Robustness of Deep State Space ModelsCode1
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionCode2
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
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image AnalysisCode3
Audio Mamba: Bidirectional State Space Model for Audio Representation LearningCode2
EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential RecommendationCode0
GrootVL: Tree Topology is All You Need in State Space ModelCode2
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