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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

Robust Lane Detection via Expanded Self Attention WACV 2022
Spatial-Temporal Transformer for 3D Point Cloud Sequences WACV 2022
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers CVPR 2022
Dynamic Position Encoding for Transformers COLING 2022
Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition CVPR 2022
Adaptive Threshold Selective Self-Attention for Chinese NER COLING 2022
Dependency Position Encoding for Relation Extraction NAACL 2022
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification CVPR 2022
Learning Multiscale Transformer Models for Sequence Generation ICML 2022
Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022
Transformers are Meta-Reinforcement Learners ICML 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis NAACL 2022
Geometric Transformer for End-to-End Molecule Properties Prediction IJCAI 2022
Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022
SparseTT: Visual Tracking with Sparse Transformers IJCAI 2022
Nonparametric Forest-Structured Neural Topic Modeling COLING 2022
Multichannel Speech Separation with Narrow-band Conformer INTERSPEECH 2022
SepTr: Separable Transformer for Audio Spectrogram Processing INTERSPEECH 2022
Eye Gaze and Self-attention: How Humans and Transformers Attend Words in Sentences ACL 2022
Temporal Self Attention-Based Residual Network for Environmental Sound Classification INTERSPEECH 2022
AudiFace: Multimodal Deep Learning for Depression Screening MLHC 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Combiner: Full Attention Transformer with Sparse Computation Cost NIPS 2021
Attentive Neural Point Processes for Event Forecasting AAAI 2021