Exploring Self-attention for Image Recognition

Exploring Self-attention for Image Recognition

28 April 2020

Hengshuang Zhao

Papers citing "Exploring Self-attention for Image Recognition"

16 / 316 papers shown

Title
Deep Magnification-Flexible Upsampling over 3D Point Clouds Y. Qian Junhui Hou Sam Kwong Ying He 3DPC 8 45 0 25 Nov 2020
Delving Deep into Label Smoothing Chang-Bin Zhang Peng-Tao Jiang Qibin Hou Yunchao Wei Qi Han Zhen Li Ming-Ming Cheng 20 211 0 25 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 41 39,217 0 22 Oct 2020
Global Self-Attention Networks for Image Recognition Zhuoran Shen Irwan Bello Raviteja Vemulapalli Xuhui Jia Ching-Hui Chen ViT 11 28 0 06 Oct 2020
Group Equivariant Stand-Alone Self-Attention For Vision David W. Romero Jean-Baptiste Cordonnier MDE 18 57 0 02 Oct 2020
Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition Yang Liu Keze Wang Guanbin Li Liang Lin 25 87 0 01 Sep 2020
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network Cong Wang Yutong Wu Zhixun Su Junyang Chen 9 72 0 06 Aug 2020
Exploiting Non-Local Priors via Self-Convolution For Highly-Efficient Image Restoration Lanqing Guo Zhiyuan Zha S. Ravishankar B. Wen SupR 9 19 0 24 Jun 2020
Tent: Fully Test-time Adaptation by Entropy Minimization Dequan Wang Evan Shelhamer Shaoteng Liu Bruno A. Olshausen Trevor Darrell OOD 32 53 0 18 Jun 2020
Visual Transformers: Token-based Image Representation and Processing for Computer Vision Bichen Wu Chenfeng Xu Xiaoliang Dai Alvin Wan Peizhao Zhang Zhicheng Yan M. Tomizuka Joseph E. Gonzalez Kurt Keutzer Peter Vajda ViT 30 545 0 05 Jun 2020
Auto-decoding Graphs Sohil Shah V. Koltun GNN 26 4 0 04 Jun 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 20 25 0 10 Mar 2020
A Second look at Exponential and Cosine Step Sizes: Simplicity, Adaptivity, and Performance Xiaoyun Li Zhenxun Zhuang Francesco Orabona 27 18 0 12 Feb 2020
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 19 638 0 05 Apr 2019
ExGate: Externally Controlled Gating for Feature-based Attention in Artificial Neural Networks M.G.H. Cox A. Mishra 10 1 0 08 Nov 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016