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State Space Models

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Showing 401–425 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
On the Power of Convolution Augmented Transformer—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
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
Slot State Space ModelsCode1
LFMamba: Light Field Image Super-Resolution with State Space Model—0
Delay Embedding Theory of Neural Sequence Models—0
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