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 51–60 of 95 papers

TitleStatusHype
Image Super-Resolution With Non-Local Sparse AttentionCode1
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation LearningCode1
Long Range Arena: A Benchmark for Efficient TransformersCode1
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action RecognitionCode1
V4D:4D Convolutional Neural Networks for Video-level Representation LearningCode1
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language ModelsCode0
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation—0
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration—0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud ClassificationCode0
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