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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

Sub-Linear Memory: How to Make Performers SLiM NIPS 2021
Long-Short Transformer: Efficient Transformers for Language and Vision NIPS 2021
SSAN: Separable Self-Attention Network for Video Representation Learning CVPR 2021
Dynamic Head: Unifying Object Detection Heads With Attentions CVPR 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers CVPR 2021
Line Segment Detection Using Transformers Without Edges CVPR 2021
ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021
Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021
Memory Enhanced Global-Local Aggregation for Video Object Detection CVPR 2020
Self-Attentive Similarity Measurement Strategies in Speaker Diarization INTERSPEECH 2020
Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise AAAI 2020
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context AAAI 2020
Transformer Hawkes Process ICML 2020
Context-Aware Goodness of Pronunciation for Computer-Assisted Pronunciation Training INTERSPEECH 2020
Neural Speech Separation Using Spatially Distributed Microphones INTERSPEECH 2020
Enhancing Machine Translation with Dependency-Aware Self-Attention ACL 2020
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction AAAI 2020
Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection AAAI 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation CVPR 2020
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction COLING 2020
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? COLING 2020
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text COLING 2020
DoTheMath at SemEval-2020 Task 12 : Deep Neural Networks with Self Attention for Arabic Offensive Language Detection COLING 2020
Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection EMNLP 2020
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020