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
LION: Linear Group RNN for 3D Object Detection in Point CloudsCode3
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly DetectionCode3
Investigating Efficiently Extending Transformers for Long Input SummarizationCode3
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
Emulating Self-attention with Convolution for Efficient Image Super-ResolutionCode2
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space ModelCode2
MambaVC: Learned Visual Compression with Selective State SpacesCode2
DVMSR: Distillated Vision Mamba for Efficient Super-ResolutionCode2
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