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 61–70 of 95 papers

TitleStatusHype
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration—0
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual RecognitionCode0
An Uncertainty Principle for Linear Recurrent Neural Networks—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
ReGNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction—0
Exploring Historical Information for RGBE Visual Tracking with Mamba—0
MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking—0
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
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network—0
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