SOTAVerified

Long-range modeling

A new task for testing the long-sequence modeling capabilities and efficiency of language models.

Image credit: SCROLLS: Standardized CompaRison Over Long Language Sequences

Papers

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Showing 21–30 of 95 papers

TitleStatusHype
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelCode1
S7: Selective and Simplified State Space Layers for Sequence Modeling—0
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion—0
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space ModelCode2
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network—0
LION: Linear Group RNN for 3D Object Detection in Point CloudsCode3
Hierarchical Separable Video Transformer for Snapshot Compressive ImagingCode1
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences—0
Long Range Propagation on Continuous-Time Dynamic GraphsCode1
Spatio-Spectral Graph Neural NetworksCode1
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