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attention mechanism

3975 papers

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Also known as

AGM GPA AM MHSA QKV DAM ATTENTION MHA IMA

Co-occurring keywords

neural network (6616) convolutional neural network (4216) multimodal learning (4622) transformer architecture (1555) graph neural network (3945) recurrent neural network (1790) text classification (6776) representation learning (6174) neural machine translation (2310) large language model (12755)

Papers

Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022
Your Transformer May Not be as Powerful as You Expect NIPS 2022
Is Attention Explanation? An Introduction to the Debate ACL 2022
Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching NIPS 2022
A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022
Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization NIPS 2022
Decoupling Features in Hierarchical Propagation for Video Object Segmentation NIPS 2022
Cluster and Aggregate: Face Recognition with Large Probe Set NIPS 2022
Optimal-er Auctions through Attention NIPS 2022
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem NIPS 2022
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences NIPS 2022
SwinTrack: A Simple and Strong Baseline for Transformer Tracking NIPS 2022
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NIPS 2022
Recipe for a General, Powerful, Scalable Graph Transformer NIPS 2022
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers NIPS 2022
EfficientFormer: Vision Transformers at MobileNet Speed NIPS 2022
Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning NIPS 2022
EcoFormer: Energy-Saving Attention with Linear Complexity NIPS 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention NIPS 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer NIPS 2022
Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion EMNLP 2022
AttCAT: Explaining Transformers via Attentive Class Activation Tokens NIPS 2022
SegViT: Semantic Segmentation with Plain Vision Transformers NIPS 2022
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022
Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract) AAAI 2022