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 1–10 of 95 papers

TitleStatusHype
Mamba: Linear-Time Sequence Modeling with Selective State SpacesCode6
MedMamba: Vision Mamba for Medical Image ClassificationCode4
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly DetectionCode3
LION: Linear Group RNN for 3D Object Detection in Point CloudsCode3
Investigating Efficiently Extending Transformers for Long Input SummarizationCode3
DVMSR: Distillated Vision Mamba for Efficient Super-ResolutionCode2
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image SegmentationCode2
Hungry Hungry Hippos: Towards Language Modeling with State Space ModelsCode2
Emulating Self-attention with Convolution for Efficient Image Super-ResolutionCode2
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