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State Space Models

Papers

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Showing 501–550 of 923 papers

TitleStatusHype
Retinexmamba: Retinex-based Mamba for Low-light Image EnhancementCode2
From Generalization Analysis to Optimization Designs for State Space Models—0
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State SpaceCode2
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients—0
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian EvaluationCode2
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space ModelsCode1
S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image ClassificationCode2
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion—0
A Survey on Visual MambaCode4
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and ChallengesCode2
Learning World Models With Hierarchical Temporal Abstractions: A Probabilistic Perspective—0
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelCode2
Vim4Path: Self-Supervised Vision Mamba for Histopathology ImagesCode2
Variational quantization for state space modelsCode0
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory—0
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration—0
State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend—0
HumMUSS: Human Motion Understanding using State Space Models—0
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with MambaCode3
HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising—0
The Illusion of State in State-Space ModelsCode1
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context LengthCode4
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly DetectionCode3
A data-driven approach to UIO-based fault diagnosis—0
Sigma: Siamese Mamba Network for Multi-Modal Semantic SegmentationCode3
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelCode4
InsectMamba: Insect Pest Classification with State Space Model—0
On the reduction of Linear Parameter-Varying State-Space models—0
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding—0
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech SeparationCode2
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of TransformersCode1
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series AnalysisCode1
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation—0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models—0
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence ModelCode0
State Space Models as Foundation Models: A Control Theoretic OverviewCode1
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models—0
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time seriesCode3
Model order reduction of deep structured state-space models: A system-theoretic approach—0
H-vmunet: High-order Vision Mamba UNet for Medical Image SegmentationCode2
VL-Mamba: Exploring State Space Models for Multimodal Learning—0
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space ModelCode3
VmambaIR: Visual State Space Model for Image RestorationCode3
Understanding Robustness of Visual State Space Models for Image ClassificationCode0
Regularization-Based Efficient Continual Learning in Deep State-Space Models—0
EfficientVMamba: Atrous Selective Scan for Light Weight Visual MambaCode3
LocalMamba: Visual State Space Model with Windowed Selective ScanCode3
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