ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

8 October 2019

Papers citing "ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks"

50 / 433 papers shown

Title
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification Peng-Tao Jiang Juan Liu Lang Wang Zhihui Yang Hongyu Dong Jing Feng 24 2 0 28 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 36 48 0 23 Sep 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks Wuque Cai Hongze Sun Rui Liu Yan Cui Jun Wang Yang Xia D. Yao Daqing Guo 28 12 0 22 Sep 2022
SDA- $x$ Net: Selective Depth Attention Networks for Adaptive Multi-scale Feature Representation Qingbei Guo Xiaojun Wu Zhiquan Feng Tianyang Xu Cong Hu 30 3 0 21 Sep 2022
Scale Attention for Learning Deep Face Representation: A Study Against Visual Scale Variation Hailin Shi Hang Du Yibo Hu Jun Wang Dan Zeng Ting Yao CVBM 15 0 0 19 Sep 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 26 608 0 18 Sep 2022
RGB-Event Fusion for Moving Object Detection in Autonomous Driving Zhuyun Zhou Zongwei Wu Rémi Boutteau Fan Yang C. Demonceaux D. Ginhac 59 39 0 17 Sep 2022
Omni-Dimensional Dynamic Convolution Chao Li Aojun Zhou Anbang Yao 46 228 0 16 Sep 2022
ConvNeXt Based Neural Network for Audio Anti-Spoofing Qiaowei Ma J. Zhong Yitao Yang Weiheng Liu Yingbo Gao W. W. Ng AAML 44 6 0 14 Sep 2022
Switchable Self-attention Module Shan Zhong Wushao Wen Jinghui Qin 39 7 0 13 Sep 2022
Selecting Related Knowledge via Efficient Channel Attention for Online Continual Learning Ya-nan Han Jian-wei Liu CLL 25 0 0 09 Sep 2022
Class-Specific Channel Attention for Few-Shot Learning Ying-Cong Chen J. Hsieh Ming-Ching Chang 24 0 0 03 Sep 2022
Artificial Neural Networks for Finger Vein Recognition: A Survey Yi Yin Renye Zhang Pengfei Liu Wanxia Deng Siliang He Chen Li Jinghua Zhang 38 2 0 29 Aug 2022
Mix-Pooling Strategy for Attention Mechanism Shan Zhong Wushao Wen Jinghui Qin 33 3 0 22 Aug 2022
Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild Hanting Li Hongjing Niu Zhaoqing Zhu Feng Zhao CVBM 36 55 0 19 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 47 58 0 13 Aug 2022
Attribute Controllable Beautiful Caucasian Face Generation by Aesthetics Driven Reinforcement Learning Xin Jin Shu Zhao Le Zhang Xin Zhao Qiang Deng Chaoen Xiao EGVM CVBM 34 2 0 09 Aug 2022
Low-Light Hyperspectral Image Enhancement Xuelong Li Guanlin Li Bin Zhao 28 10 0 05 Aug 2022
Attention and DCT based Global Context Modeling for Text-independent Speaker Recognition Wei Xia John H. L. Hansen 32 4 0 04 Aug 2022
EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for SAR Target Classification Xiang Yu Zhe Geng Xiaohua Huang Qinglu Wang Daiyin Zhu 38 5 0 03 Aug 2022
Robust RGB-D Fusion for Saliency Detection Zongwei Wu Shriarulmozhivarman Gobichettipalayam Brahim Tamadazte Guillaume Allibert D. Paudel C. Demonceaux 29 26 0 02 Aug 2022
Accurate Polygonal Mapping of Buildings in Satellite Imagery Bowen Xu Jiakun Xu Nan Xue Guisong Xia 23 13 0 01 Aug 2022
Symmetry-Aware Transformer-based Mirror Detection Tianyun Huang Bowen Dong Jiaying Lin Xiaohui Liu Rynson W. H. Lau W. Zuo ViT 19 21 0 13 Jul 2022
Aesthetic Attribute Assessment of Images Numerically on Mixed Multi-attribute Datasets Xin Jin Xinning Li Hao Lou Chenyu Fan Qiang Deng Chaoen Xiao Shuai Cui A. Singh 14 13 0 05 Jul 2022
Attention Guided Network for Salient Object Detection in Optical Remote Sensing Images Yuhan Lin Han Sun Ningzhong Liu Yetong Bian Jun Cen Huiyu Zhou 21 16 0 05 Jul 2022
Boundary-Guided Camouflaged Object Detection Yujia Sun Shuo Wang Chenglizhao Chen Tian-Zhu Xiang 28 158 0 02 Jul 2022
Mushroom image recognition and distance generation based on attention-mechanism model and genetic information Wen-Chung Liao Jiewen Xiao Chengbo Zhao Yonggong Han Zhijie Geng Jianxin Wang Yihua Yang 13 2 0 27 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 21 1 0 15 Jun 2022
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach Hao Chen Chen Li Xirong Li M. Rahaman Weiming Hu ... Wanli Liu Changhao Sun Hongzan Sun Xinyu Huang M. Grzegorzek HAI 35 99 0 07 Jun 2022
Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets Leandro M. de Lima R. Krohling ViT MedIm 36 10 0 30 May 2022
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention Yuxi Cai Huicheng Lai SupR 24 7 0 27 May 2022
Residual Channel Attention Network for Brain Glioma Segmentation Yiming Yao Peisheng Qian Ziyuan Zhao Zeng Zeng 26 2 0 22 May 2022
Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution Li Yang Zhibin He Changhe Li Jun-Feng Han Dajiang Zhu Tianming Liu Tuo Zhang 35 0 0 21 May 2022
A Demographic Attribute Guided Approach to Age Estimation Zhicheng X. Cao Kai Zhang Liaojun Pang Heng Zhao CVBM 27 0 0 20 May 2022
Pairwise Comparison Network for Remote Sensing Scene Classification Yue Zhang Xiangtao Zheng Xiaoqiang Lu SSL 18 10 0 17 May 2022
Talking Head Generation Driven by Speech-Related Facial Action Units and Audio- Based on Multimodal Representation Fusion Sen Chen Zhilei Liu Jiaxing Liu Longbiao Wang 39 6 0 27 Apr 2022
A Multi-Head Convolutional Neural Network With Multi-path Attention improves Image Denoising Jiahong Zhang Meijun Qu Ye Wang Lihong Cao 16 6 0 27 Apr 2022
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images Gongping Chen Yu Dai Jianxun Zhang Moi Hoon Yap 35 142 0 26 Apr 2022
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution Guangwei Gao Zixiang Xu Juncheng Li Jian Yang T. Zeng Guo-Jun Qi CVBM ViT SupR 42 81 0 19 Apr 2022
Visual Attention Methods in Deep Learning: An In-Depth Survey Mohammed Hassanin Saeed Anwar Ibrahim Radwan Fahad Shahbaz Khan Ajmal Mian 29 145 0 16 Apr 2022
XMP-Font: Self-Supervised Cross-Modality Pre-training for Few-Shot Font Generation Wei Liu Fangyue Liu Fei Din Qian He Zili Yi VLM 29 36 0 11 Apr 2022
DaViT: Dual Attention Vision Transformers Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 51 242 0 07 Apr 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 24 31 0 29 Mar 2022
Deep Frequency Filtering for Domain Generalization Shiqi Lin Zhizheng Zhang Zhipeng Huang Yan Lu Cuiling Lan ... Jiang Wang Zicheng Liu Amey Parulkar V. Navkal Zhibo Chen 33 50 0 23 Mar 2022
Adversarial Mutual Leakage Network for Cell Image Segmentation Hiroki Tsuda Kazuhiro Hotta GAN 32 0 0 20 Mar 2022
Vision Transformer with Convolutions Architecture Search Haichao Zhang K. Hao Witold Pedrycz Lei Gao Xue-song Tang Bing Wei ViT 33 6 0 20 Mar 2022
DRTAM: Dual Rank-1 Tensor Attention Module Hanxing Chi Baihong Lin Juntao Hu Liang Wang AI4TS ViT 19 0 0 11 Mar 2022
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes Weng Xi Y. Yan Si Chen Jing-Hao Xue Hanzi Wang 26 53 0 08 Mar 2022
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training J. Komorowski 3DPC 27 63 0 02 Mar 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 19 10 0 28 Feb 2022