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sparse attention

142 papers

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Co-occurring keywords

attention mechanism (4001) efficient computing (781) transformer architecture (1560) large language model (13587) inference acceleration (244) vision transformer (1106) computational efficiency (362) self-attention mechanism (352) model compression (3302) multimodal learning (4645)

Papers

Associative Transformer CVPR 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
Boltzmann Attention Sampling for Image Analysis with Small Objects CVPR 2025
VIIS: Visible and Infrared Information Synthesis for Severe Low-Light Image Enhancement WACV 2025
Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025
ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering ACL 2025
GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis CVPR 2025
VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting AAAI 2025
Training-free and Adaptive Sparse Attention for Efficient Long Video Generation ICCV 2025
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features ICCV 2025
A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025
Frequency-Aware Autoregressive Modeling for Efficient High-Resolution Image Synthesis ICCV 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity ICCV 2025
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer AAAI 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025
MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection AAAI 2025
SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025
SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity CVPR 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025
Structural Deep Encoding for Table Question Answering ACL 2025
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025
Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025
Squeezed Attention: Accelerating Long Context Length LLM Inference ACL 2025
Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration CVPR 2024
Loki: Low-rank Keys for Efficient Sparse Attention NIPS 2024