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 81–90 of 95 papers

TitleStatusHype
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space—0
AICT: An Adaptive Image Compression Transformer—0
An Uncertainty Principle for Linear Recurrent Neural Networks—0
MambaXCTrack: Mamba-based Tracker with SSM Cross-correlation and Motion Prompt for Ultrasound Needle Tracking—0
SMR: State Memory Replay for Long Sequence Modeling—0
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation—0
On the Parameterization and Initialization of Diagonal State Space Models—0
Pose Guided Human Image Synthesis with Partially Decoupled GAN—0
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