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State Space Models

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Showing 1–50 of 923 papers

TitleStatusHype
Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary DynamicsCode0
Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change DetectionCode0
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix ApproachCode0
QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models—0
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting—0
Understanding and Improving Length Generalization in Recurrent Models—0
Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models—0
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis—0
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for MambaCode0
State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition—0
FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation—0
In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
MT-PCR: A Hybrid Mamba-Transformer with Spatial Serialization for Hierarchical Point Cloud Registration—0
Quantizing Small-Scale State-Space Models for Edge AI—0
Sequential-Parallel Duality in Prefix Scannable Models—0
SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot—0
TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding—0
Spatio-Temporal State Space Model For Efficient Event-Based Optical FlowCode1
W4S4: WaLRUS Meets S4 for Long-Range Sequence Modeling—0
Numerical Investigation of Sequence Modeling Theory using Controllable Memory Functions—0
Log-Linear Attention—0
Learning long range dependencies through time reversal symmetry breaking—0
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
Generalizable, real-time neural decoding with hybrid state-space models—0
UnHiPPO: Uncertainty-aware Initialization for State Space Models—0
Structured State Space Model Dynamics and Parametrization for Spiking Neural NetworksCode0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection—0
Comba: Improving Bilinear RNNs with Closed-loop Control—0
ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image SegmentationCode0
The Surprising Soupability of Documents in State Space Models—0
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context LearningCode3
ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding—0
Sparsified State-Space Models are Efficient Highway NetworksCode0
Do Betting Markets Sense a Goal Coming? Evidence from the German Bundesliga—0
HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion—0
Long-Context State-Space Video World Models—0
Balancing Computation Load and Representation Expressivity in Parallel Hybrid Neural Networks—0
Latent Mamba Operator for Partial Differential Equations—0
Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language EmbeddingsCode0
FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization—0
Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling—0
Exemplar-Free Continual Learning for State Space Models—0
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image RecoveryCode1
Selection Mechanisms for Sequence Modeling using Linear State Space Models—0
Zebra-Llama: Towards Extremely Efficient Hybrid Models—0
Directional Non-Commutative Monoidal Structures for Compositional Embeddings in Machine Learning—0
Mechanistic evaluation of Transformers and state space models—0
STree: Speculative Tree Decoding for Hybrid State-Space Models—0
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