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 61–70 of 95 papers

TitleStatusHype
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual RecognitionCode0
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow RemovalCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language ModelsCode0
Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function ApproximationCode0
A General-Purpose Multilingual Document EncoderCode0
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation—0
Exploring Historical Information for RGBE Visual Tracking with Mamba—0
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation—0
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model—0
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