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08/19/2023
Understanding Self-attention Mechanism via Dynamical System Perspective
The self-attention mechanism (SAM) is widely used in various fields of a...
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05/09/2023
LSAS: Lightweight Sub-attention Strategy for Alleviating Attention Bias Problem
In computer vision, the performance of deep neural networks (DNNs) is hi...
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05/09/2023
SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models
Diffusion models, which have emerged to become popular text-to-image gen...
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04/13/2023
ASR: Attention-alike Structural Re-parameterization
The structural re-parameterization (SRP) technique is a novel deep learn...
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10/27/2022
Deepening Neural Networks Implicitly and Locally via Recurrent Attention Strategy
More and more empirical and theoretical evidence shows that deepening ne...
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10/06/2022
Causal Inference for Chatting Handoff
Aiming to ensure chatbot quality by predicting chatbot failure and enabl...
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09/13/2022
Switchable Self-attention Module
Attention mechanism has gained great success in vision recognition. Many...
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08/22/2022