Attention Augmented Convolutional Networks

22 April 2019

Papers citing "Attention Augmented Convolutional Networks"

50 / 427 papers shown

Title
Locate then Segment: A Strong Pipeline for Referring Image Segmentation Ya Jing Tao Kong Wei Wang Liang Wang Lei Li T. Tan 10 132 0 30 Mar 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 30 2,087 0 29 Mar 2021
BA^2M: A Batch Aware Attention Module for Image Classification Qishang Cheng Hongliang Li Q. Wu K. Ngan 14 6 0 28 Mar 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Rameswar Panda ViT 28 1,423 0 27 Mar 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 26 34 0 27 Mar 2021
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester MedIm 11 3 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng-Wei Zhang Stephen Lin B. Guo ViT 136 20,687 0 25 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 42 1,659 0 24 Mar 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 16 395 0 23 Mar 2021
Instance-level Image Retrieval using Reranking Transformers Fuwen Tan Jiangbo Yuan Vicente Ordonez ViT 26 89 0 22 Mar 2021
Incorporating Convolution Designs into Visual Transformers Kun Yuan Shaopeng Guo Ziwei Liu Aojun Zhou F. Yu Wei Wu ViT 47 467 0 22 Mar 2021
Learning Calibrated-Guidance for Object Detection in Aerial Images Zongqi Wei Dong Liang Dong-Ming Zhang Liyan Zhang Qixiang Geng Mingqiang Wei Huiyu Zhou 27 35 0 21 Mar 2021
Attention-Based Multimodal Image Matching Aviad Moreshet Y. Keller ViT 16 0 0 20 Mar 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 46 804 0 19 Mar 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Tsung-Yi Lin Jonathon Shlens Barret Zoph 29 297 0 13 Mar 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition Duo Li Jie Hu Changhu Wang Xiangtai Li Qi She Lei Zhu Tong Zhang Qifeng Chen BDL 17 304 0 10 Mar 2021
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Masato Tamura Hiroki Ohashi Tomoaki Yoshinaga 28 207 0 09 Mar 2021
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth Yihe Dong Jean-Baptiste Cordonnier Andreas Loukas 32 373 0 05 Mar 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 50 973 0 04 Mar 2021
Coordinate Attention for Efficient Mobile Network Design Qibin Hou Daquan Zhou Jiashi Feng 22 2,944 0 04 Mar 2021
Generative Adversarial Transformers Drew A. Hudson C. L. Zitnick ViT 23 179 0 01 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
Deepfake Video Detection Using Convolutional Vision Transformer Deressa Wodajo Solomon Atnafu ViT 29 169 0 22 Feb 2021
Conditional Positional Encodings for Vision Transformers Xiangxiang Chu Zhi Tian Bo-Wen Zhang Xinlong Wang Chunhua Shen ViT 22 602 0 22 Feb 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 14 295 0 22 Feb 2021
Evolving Attention with Residual Convolutions Yujing Wang Yaming Yang Jiangang Bai Mingliang Zhang Jing Bai J. Yu Ce Zhang Gao Huang Yunhai Tong ViT 26 32 0 20 Feb 2021
Hard-Attention for Scalable Image Classification Athanasios Papadopoulos Pawel Korus N. Memon 65 25 0 20 Feb 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 269 179 0 17 Feb 2021
DeepRA: Predicting Joint Damage From Radiographs Using CNN with Attention Neelam Chaturvedi 21 10 0 13 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li Chenxi Duan SSeg 11 152 0 04 Feb 2021
Enacted Visual Perception: A Computational Model based on Piaget Equilibrium Aref Hakimzadeh Yanbo Xue P. Setoodeh 17 0 0 30 Jan 2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet Li-xin Yuan Yunpeng Chen Tao Wang Weihao Yu Yujun Shi Zihang Jiang Francis E. H. Tay Jiashi Feng Shuicheng Yan ViT 20 1,904 0 28 Jan 2021
CNN with large memory layers R. Karimov Yury Malkov Karim Iskakov Victor Lempitsky 19 0 0 27 Jan 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 979 0 27 Jan 2021
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification Ardhendu Behera Zachary Wharton Pradeep Ruwan Padmasiri Galbokka Hewage Asish Bera 61 108 0 17 Jan 2021
SA-Det3D: Self-Attention Based Context-Aware 3D Object Detection Prarthana Bhattacharyya Chengjie Huang Krzysztof Czarnecki 3DPC 24 51 0 07 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,428 0 04 Jan 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip H. S. Torr Li Zhang ViT 40 2,837 0 31 Dec 2020
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 135 261 0 28 Dec 2020
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 107 6,563 0 23 Dec 2020
FcaNet: Frequency Channel Attention Networks Zequn Qin Pengyi Zhang Fei Wu Xi Li 17 678 0 22 Dec 2020
AttentionLite: Towards Efficient Self-Attention Models for Vision Souvik Kundu Sairam Sundaresan 13 22 0 21 Dec 2020
Attention-based Image Upsampling Souvik Kundu Hesham Mostafa S. N. Sridhar Sairam Sundaresan SupR 13 10 0 17 Dec 2020
TDAF: Top-Down Attention Framework for Vision Tasks Bo Pang Yizhuo Li Jiefeng Li Muchen Li Hanwen Cao Cewu Lu 11 9 0 14 Dec 2020
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 22 194 0 11 Dec 2020
Global Context Aware RCNN for Object Detection Wenchao Zhang Chong Fu Haoyu Xie Mai Zhu Ming Tie Junxin Chen ObjD 15 26 0 04 Dec 2020
Deep Learning and the Global Workspace Theory R. V. Rullen Ryota Kanai 37 65 0 04 Dec 2020
SAFCAR: Structured Attention Fusion for Compositional Action Recognition Tae Soo Kim Gregory Hager CoGe 16 10 0 03 Dec 2020
Parallel Scheduling Self-attention Mechanism: Generalization and Optimization Mingfei Yu Masahiro Fujita 24 0 0 02 Dec 2020