Attention Augmented Convolutional Networks

22 April 2019

Papers citing "Attention Augmented Convolutional Networks"

50 / 427 papers shown

Title
Local Multi-Head Channel Self-Attention for Facial Expression Recognition Roberto Pecoraro Valerio Basile Viviana Bono Sara Gallo ViT 73 48 0 14 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 25 3 0 13 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 69 330 0 11 Nov 2021
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 181 258 0 10 Nov 2021
Attention on Classification for Fire Segmentation Milad Niknejad Alexandre Bernardino SSeg 17 6 0 04 Nov 2021
DPNET: Dual-Path Network for Efficient Object Detectioj with Lightweight Self-Attention Huiming Shi Quan Zhou Yinghao Ni Xiaofu Wu Longin Jan Latecki ObjD 14 8 0 31 Oct 2021
Dispensed Transformer Network for Unsupervised Domain Adaptation Yunxiang Li Jingxiong Li Ruilong Dan Shuai Wang Kai Jin ... Qianni Zhang Huiyu Zhou Qun Jin Li Wang Yaqi Wang OOD MedIm 15 4 0 28 Oct 2021
Geometric Transformer for End-to-End Molecule Properties Prediction Yoni Choukroun Lior Wolf AI4CE ViT 17 16 0 26 Oct 2021
IIP-Transformer: Intra-Inter-Part Transformer for Skeleton-Based Action Recognition Qingtian Wang Jianlin Peng Shuze Shi Tingxi Liu Jiabin He Renliang Weng ViT 21 35 0 26 Oct 2021
Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning Jianze Wei Huaibo Huang Muyi Sun Yunlong Wang Min Ren R. He Zhenan Sun 25 2 0 20 Oct 2021
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis Hossein Aboutalebi Maya Pavlova Hayden Gunraj M. Shafiee A. Sabri Amer Alaref Alexander Wong 15 17 0 12 Oct 2021
Leveraging Transformers for StarCraft Macromanagement Prediction Muhammad Junaid Khan Shah Hassan G. Sukthankar 17 5 0 11 Oct 2021
Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition Mingzhou Liu Xinwei Sun Fandong Zhang Yizhou Yu Yizhou Wang 24 0 0 08 Oct 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,210 0 05 Oct 2021
Attention Augmented Convolutional Transformer for Tabular Time-series Sharath M. Shankaranarayana D. Runje LMTD AI4TS 58 8 0 05 Oct 2021
VTAMIQ: Transformers for Attention Modulated Image Quality Assessment Andrei Chubarau James Clark ViT 30 9 0 04 Oct 2021
GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation Yunxiang Li Shuai Wang Jun Wang G. Zeng Wenjun Liu Qianni Zhang Qun Jin Yaqi Wang ViT MedIm 23 47 0 30 Sep 2021
Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection Hao Lin Weiqi Luo Kangkang Wei Minglin Liu CVBM AAML 3DPC 32 16 0 29 Sep 2021
Revisiting 3D ResNets for Video Recognition Xianzhi Du Yeqing Li Yin Cui Rui Qian Jing Li Irwan Bello 51 17 0 03 Sep 2021
Searching for Efficient Multi-Stage Vision Transformers Yi-Lun Liao S. Karaman Vivienne Sze ViT 16 19 0 01 Sep 2021
Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognition Maxime Burchi Valentin Vielzeuf 23 84 0 31 Aug 2021
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer Shuaicheng Li Qianggang Cao Lingbo Liu Kunlin Yang Shinan Liu Jun Hou Shuai Yi ViT 34 102 0 28 Aug 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo J. Liu Li Lu 3DPC 31 59 0 27 Aug 2021
Self-Attention for Audio Super-Resolution Nathanaël Carraz Rakotonirina SupR 27 23 0 26 Aug 2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss Lam Huynh Matteo Pedone Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä MDE 3DPC 12 3 0 25 Aug 2021
Discovering Spatial Relationships by Transformers for Domain Generalization Cuicui Kang Karthik Nandakumar ViT 11 0 0 23 Aug 2021
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition Jiawei Chen C. Ho ViT 24 76 0 20 Aug 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 17 424 0 19 Aug 2021
Do Vision Transformers See Like Convolutional Neural Networks? M. Raghu Thomas Unterthiner Simon Kornblith Chiyuan Zhang Alexey Dosovitskiy ViT 20 922 0 19 Aug 2021
An Attention Module for Convolutional Neural Networks Zhu Baozhou P. Hofstee Jinho Lee Zaid Al-Ars 8 23 0 18 Aug 2021
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency S. Golestaneh Saba Dadsetan Kris M. Kitani ViT 6 241 0 16 Aug 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 157 624 0 12 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 17 125 0 12 Aug 2021
Learning Fair Face Representation With Progressive Cross Transformer Yong Li Yufei Sun Zhen Cui Shiguang Shan Jian Yang 14 12 0 11 Aug 2021
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality? Yuki Tatsunami Masato Taki 19 12 0 09 Aug 2021
FA-GAN: Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution M. Jiang Min Zhi Liying Wei Xiaocheng Yang Jucheng Zhang Yongming Li Pin Wang Jiahao Huang Guang Yang MedIm 19 83 0 09 Aug 2021
Understanding the computational demands underlying visual reasoning Mohit Vaishnav Rémi Cadène A. Alamia Drew Linsley Rufin VanRullen Thomas Serre GNN CoGe 32 16 0 08 Aug 2021
Unifying Global-Local Representations in Salient Object Detection with Transformer Sucheng Ren Qiang Wen Nanxuan Zhao Guoqiang Han Shengfeng He ViT 26 25 0 05 Aug 2021
Vision Transformer with Progressive Sampling Xiaoyu Yue Shuyang Sun Zhanghui Kuang Meng Wei Philip H. S. Torr Wayne Zhang Dahua Lin ViT 16 81 0 03 Aug 2021
Contextual Transformer Networks for Visual Recognition Yehao Li Ting Yao Yingwei Pan Tao Mei ViT 8 468 0 26 Jul 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences Zhenhai Zhu Radu Soricut 98 41 0 25 Jul 2021
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries Jie Lei Tamara L. Berg Mohit Bansal ViT 19 62 0 20 Jul 2021
Attention-Guided NIR Image Colorization via Adaptive Fusion of Semantic and Texture Clues Xingxing Yang Jie Chen Zaifeng Yang Zhenghua Chen DiffM 11 2 0 20 Jul 2021
All the attention you need: Global-local, spatial-channel attention for image retrieval Chull Hwan Song Hye Joo Han Yannis Avrithis 11 39 0 16 Jul 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers Shuyang Sun Xiaoyu Yue S. Bai Philip H. S. Torr 50 27 0 13 Jul 2021
Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms Chenglin Yang Siyuan Qiao Adam Kortylewski Alan Yuille 14 4 0 12 Jul 2021
Local-to-Global Self-Attention in Vision Transformers Jinpeng Li Yichao Yan Shengcai Liao Xiaokang Yang Ling Shao ViT 17 29 0 10 Jul 2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials F. Babiloni Ioannis Marras Filippos Kokkinos Jiankang Deng Grigorios G. Chrysos S. Zafeiriou 31 6 0 06 Jul 2021
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 72 210 0 02 Jul 2021
UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation Yunhe Gao Mu Zhou Dimitris N. Metaxas MedIm ViT 11 425 0 02 Jul 2021