Attention Mechanisms in Computer Vision: A Survey

15 November 2021

Ming-Ming Cheng

Papers citing "Attention Mechanisms in Computer Vision: A Survey"

50 / 67 papers shown

Title
Achieving 3D Attention via Triplet Squeeze and Excitation Block Maan Alhazmi Abdulrahman Altahhan 21 0 0 09 May 2025
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation Boris Kriuk Matey Yordanov 33 0 0 02 May 2025
Visual Test-time Scaling for GUI Agent Grounding Tiange Luo Lajanugen Logeswaran Justin Johnson Honglak Lee 51 0 0 01 May 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 46 0 0 03 Apr 2025
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pre-Training and Customized Fine-Tuning Yongqi Dong Xingmin Lu Ruohan Li Wei Song B. Arem Haneen Farah ViT 105 1 0 21 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 146 51 0 21 Feb 2025
Does Self-Attention Need Separate Weights in Transformers? Md. Kowsher Nusrat Jahan Prottasha Chun-Nam Yu O. Garibay Niloofar Yousefi 168 0 0 30 Nov 2024
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 39 1 0 03 Nov 2024
Rethinking the Role of Infrastructure in Collaborative Perception Hyunchul Bae Minhee Kang Minwoo Song Heejin Ahn 69 0 0 15 Oct 2024
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective Pei Liu Zihao Zhang Haipeng Liu Nanfang Zheng Meixin Zhu Ziyuan Pu 3DPC 32 1 0 10 Oct 2024
Behavioral Cloning Models Reality Check for Autonomous Driving M. Yildirim Barkin Dagda Vinal Asodia Saber Fallah OffRL 19 1 0 11 Sep 2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT Doyoung Park Jinsoo Kim Qi Chang S. Leng Liang Zhong L. Baskaran 20 1 0 11 Sep 2024
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation Chu Zhao Enneng Yang Yuliang Liang Pengxiang Lan Yuting Liu Jianzhe Zhao Guibing Guo Xingwei Wang OOD DiffM CML 51 5 0 01 Aug 2024
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors Peter Lorenz Mario Fernandez Jens Müller Ullrich Kothe AAML 73 1 0 21 Jun 2024
AFter: Attention-based Fusion Router for RGBT Tracking Andong Lu Wanyu Wang Chenglong Li Jin Tang Bin Luo 52 5 0 04 May 2024
Guiding Attention in End-to-End Driving Models Diego Porres Yi Xiao Gabriel Villalonga Alexandre Levy Antonio M. López 21 0 0 30 Apr 2024
Data-free Knowledge Distillation for Fine-grained Visual Categorization Renrong Shao Wei Zhang Jianhua Yin Jun Wang 31 2 0 18 Apr 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam A. Kazerouni I. Hacihaliloglu Dorit Merhof 41 7 0 28 Mar 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 88 4 0 25 Mar 2024
Theoretically Achieving Continuous Representation of Oriented Bounding Boxes Zikai Xiao Guo-Ye Yang Xue Yang Tai-Jiang Mu Junchi Yan Shi-Min Hu 30 10 0 29 Feb 2024
An Empirical Study of Attention Networks for Semantic Segmentation Hao Guo Hongbiao Si Guilin Jiang Wei Zhang Zhiyan Liu Xuanyi Zhu Xulong Zhang Yang Liu 19 1 0 19 Sep 2023
Inherent Redundancy in Spiking Neural Networks Man Yao J. Hu Guangshe Zhao Yaoyuan Wang Ziyang Zhang Boxing Xu Guoqi Li 22 15 0 16 Aug 2023
Multi-View Fusion and Distillation for Subgrade Distresses Detection based on 3D-GPR Chunpeng Zhou Kang Ning Haishuai Wang Zhi Yu Sheng Zhou Jiajun Bu 16 1 0 09 Aug 2023
Spike-driven Transformer Man Yao Jiakui Hu Zhaokun Zhou Liuliang Yuan Yonghong Tian Boxing Xu Guoqi Li 34 112 0 04 Jul 2023
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation Jingjie Guo Weitong Zhang Matthew Sinclair Daniel Rueckert C. L. P. Chen OOD 19 2 0 02 Jul 2023
Overview of Deep Learning Methods for Retinal Vessel Segmentation Gorana Gojić O. Kundacina D. Mišković Dinu Dragan 14 3 0 01 Jun 2023
Cooperation Is All You Need Ahsan Adeel Junaid Muzaffar K. Ahmed Mohsin Raza Mohsin Raza Eamin Chaudary Talha Bin Riaz Ahmed Saeed 48 5 0 16 May 2023
NSANet: Noise Seeking Attention Network M. Jameela Gunho Sohn 3DPC 11 1 0 26 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio' ViT MedIm 24 5 0 22 Feb 2023
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 19 38 0 15 Feb 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 43 9 0 01 Feb 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 14 2 0 17 Jan 2023
Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges Yushan Han Hui Zhang Huifang Li Yi Jin Congyan Lang Yidong Li 23 100 0 16 Jan 2023
Skew Class-balanced Re-weighting for Unbiased Scene Graph Generation Haeyong Kang Chang-Dong Yoo 25 6 0 01 Jan 2023
ABODE-Net: An Attention-based Deep Learning Model for Non-intrusive Building Occupancy Detection Using Smart Meter Data Zhirui Luo Ruobin Qi Qingqing Li Jun Zheng Sihua Shao 25 3 0 21 Dec 2022
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images Md. Rayhan Ahmed Adnan Ferdous Ashrafi R. Ahmed Swakkhar Shatabda A. Muzahidul Islam Salekul Islam SSeg 28 20 0 25 Nov 2022
Long-Range Zero-Shot Generative Deep Network Quantization Yan Luo Yangcheng Gao Zhao Zhang Haijun Zhang Mingliang Xu Meng Wang MQ 23 9 0 13 Nov 2022
Pruning by Active Attention Manipulation Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu 12 0 0 20 Oct 2022
Sequence and Circle: Exploring the Relationship Between Patches Zhengyang Yu Jochen Triesch ViT 20 0 0 18 Oct 2022
Parameter-Free Average Attention Improves Convolutional Neural Network Performance (Almost) Free of Charge Nils Körber 15 12 0 14 Oct 2022
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval Yang Shen Xuhao Sun Xiu-Shen Wei Qing-Yuan Jiang Jian Yang 26 18 0 28 Sep 2022
Deep learning for reconstructing protein structures from cryo-EM density maps: recent advances and future directions Nabin Giri Rajashree Roy Jianlin Cheng 3DV 19 40 0 16 Sep 2022
Class-Specific Channel Attention for Few-Shot Learning Ying Chen J. Hsieh Ming-Ching Chang 10 0 0 03 Sep 2022
BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning Eugene Bykovets Yannick Metz Mennatallah El-Assady Daniel A. Keim J. M. Buhmann AAML 21 0 0 22 Aug 2022
Mix-Pooling Strategy for Attention Mechanism Shan Zhong Wushao Wen Jinghui Qin 25 3 0 22 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 27 32 0 08 Aug 2022
An Efficient Method for Sample Adversarial Perturbations against Nonlinear Support Vector Machines Wen Su Qingna Li AAML 11 0 0 12 Jun 2022
Multi-Task Learning with Multi-Query Transformer for Dense Prediction Yangyang Xu Xiangtai Li Haobo Yuan Yibo Yang Lefei Zhang ViT 15 45 0 28 May 2022
Towards An End-to-End Framework for Flow-Guided Video Inpainting Z. Li Cheng Lu Jia Qin Chunle Guo Mingg-Ming Cheng 41 149 0 06 Apr 2022
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses Robik Shrestha Kushal Kafle Christopher Kanan CML 21 13 0 05 Apr 2022