Exploring Self-attention for Image Recognition

28 April 2020

Papers citing "Exploring Self-attention for Image Recognition"

50 / 316 papers shown

Title
A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection Yang Wang Jiaogen Zhou Jihong Guan 29 4 0 09 Oct 2023
Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds Matthias Zeller Vardeep S. Sandhu Benedikt Mersch D. Hristopulos Michael Heidingsfeld Cyrill Stachniss 21 9 0 28 Sep 2023
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography Ilke Adalioglu Mete Ahishali A. Degerli S. Kiranyaz M. Gabbouj 11 5 0 27 Sep 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? Bill Psomas Ioannis Kakogeorgiou Konstantinos Karantzalos Yannis Avrithis ViT 25 8 0 13 Sep 2023
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan Shiji Song Li Erran Li Gao Huang ViT 19 24 0 04 Sep 2023
Enhancing Robot Learning through Learned Human-Attention Feature Maps D. Scheuchenstuhl Stefan Ulmer Felix Resch Luigi Berducci Radu Grosu 29 0 0 29 Aug 2023
Machine Unlearning: Solutions and Challenges Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 38 46 0 14 Aug 2023
Seed Kernel Counting using Domain Randomization and Object Tracking Neural Networks Venkat Margapuri Prapti Thapaliya Michael L. Neilsen 35 0 0 10 Aug 2023
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining Cheng-i Wang Wei Li 34 0 0 07 Aug 2023
Benchmarking Ultra-High-Definition Image Reflection Removal Zhenyuan Zhang Zhenbo Song Kaihao Zhang Wenhan Luo Zhaoxin Fan Jianfeng Lu 23 1 0 01 Aug 2023
Robust Visual Question Answering: Datasets, Methods, and Future Challenges Jie Ma Pinghui Wang Dechen Kong Zewei Wang Jun Liu Hongbin Pei Junzhou Zhao OOD 24 18 0 21 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 16 3 0 18 Jul 2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision Xinyue Wang Zhicheng Cai Chenglei Peng ViT 11 5 0 02 Jul 2023
Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud Reconstruction Hui Tian Zheng Qin Renjiao Yi Chenyang Zhu Kai Xu ViT 14 4 0 28 Jun 2023
Feature Adversarial Distillation for Point Cloud Classification Yuxing Lee Wei-Chieh Wu 3DPC 19 2 0 25 Jun 2023
UIERL: Internal-External Representation Learning Network for Underwater Image Enhancement Zhengyong Wang Liquan Shen Yihan Yu Yuan Hui 22 4 0 14 Jun 2023
I See Dead People: Gray-Box Adversarial Attack on Image-To-Text Models Raz Lapid Moshe Sipper AAML 13 17 0 13 Jun 2023
$E(2)$ -Equivariant Vision Transformer Renjun Xu Kaifan Yang Ke Liu Fengxiang He ViT MDE 19 9 0 11 Jun 2023
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification Rui-qi Zhang Qiaozheng Zhang Yingzhuang Liu Hao Xin Y. Liu Xinggang Wang ViT MedIm 29 8 0 08 Jun 2023
EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification Souhail Bakkali Zuheng Ming Mickael Coustaty Marçal Rusiñol 8 6 0 11 May 2023
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim ViT 18 3 0 08 May 2023
DBAT: Dynamic Backward Attention Transformer for Material Segmentation with Cross-Resolution Patches Yuwen Heng S. Dasmahapatra Hansung Kim 17 1 0 06 May 2023
Local and Global Contextual Features Fusion for Pedestrian Intention Prediction Mohsen Azarmi Mahdi Rezaei Tanveer Hussain Chenghao Qian 36 8 0 01 May 2023
Early Detection of Alzheimer's Disease using Bottleneck Transformers Arunima Jaiswal Ananya Sadana MedIm 18 2 0 01 May 2023
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation Yousef Yeganeh Azade Farshad Peter Weinberger Seyed-Ahmad Ahmadi Ehsan Adeli Nassir Navab ViT MedIm 33 0 0 28 Apr 2023
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge Ke-Jia Chen Liangyan Li Huan Liu Yunzhe Li Congling Tang Jun Chen 31 14 0 25 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 39 132 0 19 Apr 2023
SP-BatikGAN: An Efficient Generative Adversarial Network for Symmetric Pattern Generation Chrystian Wahyono GAN 13 3 0 19 Apr 2023
Variational Relational Point Completion Network for Robust 3D Classification Liang Pan Xinyi Chen Zhongang Cai Junzhe Zhang Haiyu Zhao Shuai Yi Ziwei Liu 3DPC 3DV 14 12 0 18 Apr 2023
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images Carlos Rodriguez-Pardo Melania Prieto-Martin Dan Casas Elena Garces 25 12 0 13 Apr 2023
RSIR Transformer: Hierarchical Vision Transformer using Random Sampling Windows and Important Region Windows Zhemin Zhang Xun Gong ViT 13 1 0 13 Apr 2023
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification Xian Wei Muyu Wang S. J. Lin Zhengyu Li Jian Yang Arafat Al-Jawari Xuan Tang 3DPC ViT 10 2 0 12 Apr 2023
Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention Xuran Pan Tianzhu Ye Zhuofan Xia S. Song Gao Huang ViT 31 53 0 09 Apr 2023
POEM: Reconstructing Hand in a Point Embedded Multi-view Stereo Lixin Yang Jian Xu Licheng Zhong Xinyu Zhan Zhicheng Wang Kejian Wu Cewu Lu 19 7 0 08 Apr 2023
Local region-learning modules for point cloud classification Kaya Turgut H. Dutagaci 3DPC 19 3 0 30 Mar 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 33 57 0 29 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 48 117 0 29 Mar 2023
PointGame: Geometrically and Adaptively Masked Auto-Encoder on Point Clouds Yun-Hai Liu Xu Yan Zhilei Chen Zhiqi Li Zeyong Wei Mingqiang Wei 3DPC 19 2 0 23 Mar 2023
Spherical Transformer for LiDAR-based 3D Recognition Xin Lai Yukang Chen Fanbin Lu Jianhui Liu Jiaya Jia 3DPC 37 126 0 22 Mar 2023
Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space Yahui Liu Bin Wang Yisheng Lv Lingxi Li Feiyue Wang ViT 3DPC 15 41 0 08 Mar 2023
Attention-based Graph Convolution Fusing Latent Structures and Multiple Features for Graph Neural Networks Yang Li Yuichi Tanaka 3DPC 14 0 0 02 Mar 2023
GRAN: Ghost Residual Attention Network for Single Image Super Resolution Axi Niu Pei Wang Yu Zhu Jinqiu Sun Qingsen Yan Yanning Zhang SupR 25 7 0 28 Feb 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation Jun Yang Lizhi Bai Yaoru Sun Chunqi Tian Maoyu Mao Guorun Wang SSeg 18 16 0 23 Feb 2023
Stationary Point Losses for Robust Model Weiwei Gao Dazhi Zhang Yao Li Zhichang Guo Ovanes Petrosian OOD 15 0 0 19 Feb 2023
Hyneter: Hybrid Network Transformer for Object Detection Dong Chen Duoqian Miao Xuepeng Zhao ViT 27 3 0 18 Feb 2023
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames Ondrej Biza Sjoerd van Steenkiste Mehdi S. M. Sajjadi Gamaleldin F. Elsayed Aravindh Mahendran Thomas Kipf OCL 45 32 0 09 Feb 2023
Flow-guided Semi-supervised Video Object Segmentation Yushan Zhang Andreas Robinson M. Magnusson M. Felsberg VOS 15 1 0 25 Jan 2023
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion Retrieval L. Xiao T. Yamasaki AI4TS 21 2 0 27 Dec 2022
Convolution-enhanced Evolving Attention Networks Yujing Wang Yaming Yang Zhuowan Li Jiangang Bai Mingliang Zhang Xiangtai Li J. Yu Ce Zhang Gao Huang Yu Tong ViT 19 6 0 16 Dec 2022
Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar Data Matthias Zeller Jens Behley Michael Heidingsfeld C. Stachniss 24 23 0 07 Dec 2022