Exploring Self-attention for Image Recognition

28 April 2020

Papers citing "Exploring Self-attention for Image Recognition"

50 / 316 papers shown

Title
Dunhuang murals contour generation network based on convolution and self-attention fusion Bao-Yu Liu Fengjie He Shiqiang Du Kaiwu Zhang Jianhua Wang 3DPC 40 6 0 02 Dec 2022
Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon F. M. Castro M. Marín-Jiménez N. Guil Alahari Karteek 26 2 0 29 Nov 2022
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation Wei-Neng Chen Yansheng Li Bo Dang Yongjun Zhang 22 3 0 21 Nov 2022
PKCAM: Previous Knowledge Channel Attention Module Eslam Mohamed Bakr Ahmad El-Sallab M. Rashwan 18 1 0 14 Nov 2022
Dual Complementary Dynamic Convolution for Image Recognition Longbin Yan Yunxiao Qin Shumin Liu Jie Chen 10 0 0 11 Nov 2022
Computer Vision on X-ray Data in Industrial Production and Security Applications: A Comprehensive Survey M. Rafiei Jenni Raitoharju Alexandros Iosifidis 19 22 0 10 Nov 2022
EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals Ning Ding Ce Zhang A. Eskandarian 42 4 0 07 Nov 2022
A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data Haodi Jiang Qin Li Zhihang Hu Nian Liu Yasser Abduallah ... Genwei Zhang Yan Xu Wynne Hsu J. T. Wang Haimin Wang 32 6 0 04 Nov 2022
Studying inductive biases in image classification task N. Arizumi 21 1 0 31 Oct 2022
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence M. Jafari A. Shoeibi Navid Ghassemi Jónathan Heras Saiguang Ling ... Shuihua Wang R. Alizadehsani Juan M Gorriz U. Acharya Hamid Alinejad-Rokny MedIm 20 11 0 26 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 27 55 0 23 Oct 2022
DCANet: Differential Convolution Attention Network for RGB-D Semantic Segmentation Lizhi Bai Jun Yang Chunqi Tian Yaoru Sun Maoyu Mao Yanjun Xu Weirong Xu 8 9 0 13 Oct 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling Xiaoyang Wu Yixing Lao Li Jiang Xihui Liu Hengshuang Zhao 3DPC ViT 21 367 0 11 Oct 2022
Neural Shape Deformation Priors Jiapeng Tang Lev Markhasin Bi Wang Justus Thies Matthias Nießner 49 27 0 11 Oct 2022
FBNet: Feedback Network for Point Cloud Completion Xuejun Yan Hongyu Yan Jingjing Wang Hang Du Zhihong Wu Di Xie Shiliang Pu Li Lu 3DPC 20 28 0 08 Oct 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 28 96 0 04 Oct 2022
Strong Instance Segmentation Pipeline for MMSports Challenge Bo Yan Fengliang Qi Zhuang Li Yadong Li Hongbin Wang 22 2 0 28 Sep 2022
Dense-TNT: Efficient Vehicle Type Classification Neural Network Using Satellite Imagery Ruikang Luo Yaofeng Song H. Zhao Yicheng Zhang Yi Zhang Nanbin Zhao Liping Huang Rong Su ViT 16 11 0 27 Sep 2022
Axially Expanded Windows for Local-Global Interaction in Vision Transformers Zhemin Zhang Xun Gong ViT 13 1 0 19 Sep 2022
Real-time 3D Single Object Tracking with Transformer Jiayao Shan Sifan Zhou Yubo Cui Zheng Fang ViT 20 50 0 02 Sep 2022
Swin-transformer-yolov5 For Real-time Wine Grape Bunch Detection Shenglian Lu Xiaoyu Liu Zixaun He Wenbo Liu Xin Zhang Manoj Karkee 10 38 0 30 Aug 2022
Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav Thomas Fel I. F. Rodriguez Thomas Serre ViT 30 1 0 17 Aug 2022
A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals Abid Hasan Zim Aeyan Ashraf Aquib Iqbal Asad U. Malik Minoru Kuribayashi 10 10 0 15 Aug 2022
Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer Zhi-Chun Luo Changqing Zhou Liang Pan Gongjie Zhang Ti Liu Yueru Luo Haiyu Zhao Ziwei Liu Shijian Lu 3DPC 13 14 0 10 Aug 2022
Global Hierarchical Attention for 3D Point Cloud Analysis Dan Jia Alexander Hermans Bastian Leibe 3DPC 21 0 0 07 Aug 2022
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation Sebastian Lutz R. Blythman Koustav Ghosal Matthew Moynihan C. Simms A. Smolic ViT 21 15 0 07 Aug 2022
PointConvFormer: Revenge of the Point-based Convolution Wenxuan Wu Li Fuxin Qi Shan 3DPC 23 30 0 04 Aug 2022
Action Quality Assessment using Transformers Abhay Iyer Mohammad Alali Hemanth Bodala Sunit Vaidya ViT 19 0 0 20 Jul 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 19 1 0 20 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction Li Zhang Jiachen Lu Sixiao Zheng Xinxuan Zhao Xiatian Zhu Yanwei Fu Tao Xiang Jianfeng Feng Philip H. S. Torr ViT 24 7 0 19 Jul 2022
Vision Transformer for NeRF-Based View Synthesis from a Single Input Image Kai-En Lin Yen-Chen Lin Wei-Sheng Lai Tsung-Yi Lin Yichang Shih R. Ramamoorthi ViT 17 111 0 12 Jul 2022
Efficient Human Vision Inspired Action Recognition using Adaptive Spatiotemporal Sampling Khoi-Nguyen C. Mac Minh Do Minh Vo TTA 11 1 0 12 Jul 2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 146 137 0 11 Jul 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 141 75 0 11 Jul 2022
Attention and Self-Attention in Random Forests Lev V. Utkin A. Konstantinov 32 3 0 09 Jul 2022
Softmax-free Linear Transformers Jiachen Lu Junge Zhang Xiatian Zhu Jianfeng Feng Tao Xiang Li Zhang ViT 11 7 0 05 Jul 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 29 146 0 29 Jun 2022
The Third Place Solution for CVPR2022 AVA Accessibility Vision and Autonomy Challenge Bo Yan Leilei Cao Zhuang Li Hongbin Wang 24 0 0 28 Jun 2022
Bilateral Network with Channel Splitting Network and Transformer for Thermal Image Super-Resolution Bo Yan Leilei Cao Fengliang Qi Hongbin Wang ViT 12 1 0 24 Jun 2022
A novel adversarial learning strategy for medical image classification Zong Fan Xiaohui Zhang Jacob A. Gasienica Jennifer Potts S. Ruan W. Thorstad Hiram Gay Pengfei Song Xiaowei Wang Hua Li GAN MedIm 16 5 0 23 Jun 2022
Vicinity Vision Transformer Weixuan Sun Zhen Qin Huiyuan Deng Jianyuan Wang Yi Zhang Kaihao Zhang Nick Barnes Stan Birchfield Lingpeng Kong Yiran Zhong ViT 34 31 0 21 Jun 2022
Positional Label for Self-Supervised Vision Transformer Zhemin Zhang Xun Gong ViT MDE 12 6 0 10 Jun 2022
Blind Face Restoration: Benchmark Datasets and a Baseline Model Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Guoren Wang CVBM 29 17 0 08 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 31 82 0 01 Jun 2022
Efficient Multi-Purpose Cross-Attention Based Image Alignment Block for Edge Devices Bahri Batuhan Bilecen Alparslan Fisne Mustafa Ayazoglu 18 2 0 01 Jun 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 15 20 0 28 May 2022
VNT-Net: Rotational Invariant Vector Neuron Transformers Hedi Zisling Andrei Sharf 3DPC 24 1 0 19 May 2022
Transformers in 3D Point Clouds: A Survey Dening Lu Qian Xie Mingqiang Wei Kyle Gao Linlin Xu Jonathan Li 3DPC ViT 32 49 0 16 May 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 22 198 0 12 Apr 2022
HiTPR: Hierarchical Transformer for Place Recognition in Point Cloud Zhixing Hou Yan Yan Chengzhong Xu Hui Kong ViT 6 23 0 12 Apr 2022