self-attention mechanism

350 papers

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Also known as

MHSA SACC CSA SA SAM

Co-occurring keywords

transformer architecture (1555) vision transformer (1091) attention mechanism (3975) transformer model (1988) neural network (6616) representation learning (6174) text classification (6776) graph neural network (3945) neural network optimization (1293) computational efficiency (358)

Papers

MetaJND: A Meta-Learning Approach for Just Noticeable Difference Estimation IJCAI 2024

HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024

Towards Automated Movie Trailer Generation CVPR 2024

A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024

TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions AAAI 2024

Sharing Key Semantics in Transformer Makes Efficient Image Restoration NIPS 2024

MLP Can Be A Good Transformer Learner CVPR 2024

Leverage the Explainability of Transformer Models to Improve the DNA 5-Methylcytosine Identification (Student Abstract) AAAI 2024

Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024

You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024

Gramformer: Learning Crowd Counting via Graph-Modulated Transformer AAAI 2024

Loki: Low-rank Keys for Efficient Sparse Attention NIPS 2024

Rethinking the Development of Large Language Models from the Causal Perspective: A Legal Text Prediction Case Study AAAI 2024

Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023

The Role of Global and Local Context in Named Entity Recognition ACL 2023

OcTr: Octree-Based Transformer for 3D Object Detection CVPR 2023

Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method AAAI 2023

HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023

Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023

Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023

PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023

SMARTformer: Semi-Autoregressive Transformer with Efficient Integrated Window Attention for Long Time Series Forecasting IJCAI 2023

Adversarial Self-Attention for Language Understanding AAAI 2023

OutfitTransformer: Learning Outfit Representations for Fashion Recommendation WACV 2023

GAFNet: A Global Fourier Self Attention Based Novel Network for Multi-Modal Downstream Tasks WACV 2023