Home › Categories › Technology› On The Integration Of Self-Attention And Convolution.

On The Integration Of Self-Attention And Convolution..pdf

2111.14556.pdf
Preview of On the Integration of Self-Attention and Convolution.
🔗 Source: arxiv.org
📊 Size: 1.44 MB
📄 Pages: 16 pages
⬇️ Downloads: 81

Summary

Researchers from Tsinghua University and Huawei Technologies propose a new model, ACmix, that integrates self-attention and convolution techniques for representation learning, showing a strong underlying relation between the two. They demonstrate that both techniques rely heavily on 1×1 convolution operations and develop a mixed model that combines the benefits of both with minimal computational overhead. The model achieves consistently improved results over competitive baselines on image recognition and downstream tasks.

Download File

Description

Researchers from Tsinghua University and Huawei Technologies propose a new model, ACmix, that integrates self-attention and convolution techniques for...

Technical Information

  • File Format: PDF
  • File Size: 1.44 MB
  • Pages: 16
  • Language: EN
  • Total Downloads: 81
  • Last Updated: 3 weeks ago

Document Overview

This PDF document about On the Integration of Self-Attention and Convolution. provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into On the Integration of Self-Attention and Convolution..

Related Topics

If you're interested in On the Integration of Self-Attention and Convolution., you might also want to explore:

Integration guideIntegration tutorialSelf-Attention guideSelf-Attention tutorialConvolution. guideConvolution. tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents

Related Documents

Preview of Attentive Convolution
PDF file

Attentive Convolution

1.03 MBEN16 pages
Attentive convolution networks (ATTCONV) are proposed to equip CNNs with RNN-style attention mechanisms, extending the context scope of convolution...
Download
Preview of Elf Shelf Watch
PDF file

Elf Shelf Watch

140 KBEN1 page
A document titled "2022 elf shelf watch for.indd" was accessed on September 14, 2022, at 6:40:03 PM.
Download
Preview of Convocation
PDF file

Convocation

190 KBSTATION01FR1 page
Le Conseil Municipal se réunira le 13 septembre 2021 à 20h30 à la salle polyvalente.
Download
Preview of integration
PDF file

integration

409 KBCynthia StockEN36 pages
France has approximately 5 million residents of Muslim descent, with Islam being the "second religion" after Catholicism, and having more adherents...
Download
Preview of Attention Frame
PDF file

Attention Frame

3.06 MB• •EN23 pages
Chris de Selincourt, Cardiff School of Art & Design, Cardiff Metropolitan University, Cardiff, UK, is associated with "The Frame of Attention".
Download

Download On the Integration of Self-Attention and Convolution. eBooks for free and learn more about On the Integration of Self-Attention and Convolution.. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to On the Integration of Self-Attention and Convolution., try searching with similar keywords: On the Integration of Self-Attention and Convolution., mesure et integration et convolution exercices corriges, Produit De Convolution En Mesure Et Integration Exercice Corrigé Pdf, Qi Gong For Self Healing Self Love And Self Master, Short Term Meditation Training Improves Attention And Self Regulation, Integration and Area: Investigating the Relationship Between Integration and Enclosed Area, Báo Thể Thao 24 Giờ, Các Tư Thế Giao Hợp

You can download PDF versions of the user's guide, manuals and ebooks about On the Integration of Self-Attention and Convolution., you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about On the Integration of Self-Attention and Convolution. for free, but please respect copyrighted ebooks.