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 11–20 of 95 papers

TitleStatusHype
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image SegmentationCode2
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space ModelCode2
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable RegistrationCode2
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-ExpertsCode2
Hungry Hungry Hippos: Towards Language Modeling with State Space ModelsCode2
Liquid Structural State-Space ModelsCode2
Mega: Moving Average Equipped Gated AttentionCode2
Simplified State Space Layers for Sequence ModelingCode2
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKVCode1
JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation ModelCode1
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