Attention Augmented Convolutional Networks

22 April 2019

Papers citing "Attention Augmented Convolutional Networks"

50 / 427 papers shown

Title
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 18 527 0 01 Dec 2020
Deeper or Wider Networks of Point Clouds with Self-attention? Haoxi Ran Li Lu 3DPC 17 1 0 29 Nov 2020
Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving Zhenxun Yuan Xiao-yang Song Lei Bai Wen-gang Zhou Zhe Wang Wanli Ouyang ViT 19 127 0 27 Nov 2020
Reflective-Net: Learning from Explanations Johannes Schneider Michalis Vlachos FAtt OffRL LRM 52 18 0 27 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 16 23 0 06 Nov 2020
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification M. Al-Shabi Kelvin Shak Maxine Tan 6 53 0 29 Oct 2020
SIRI: Spatial Relation Induced Network For Spatial Description Resolution Peiyao Wang Weixin Luo Yanyu Xu Haojie Li Shugong Xu Jianyu Yang Shenghua Gao 11 0 0 27 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 41 39,217 0 22 Oct 2020
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 107 59 0 20 Oct 2020
Attention Augmented ConvLSTM for Environment Prediction Bernard Lange Masha Itkina Mykel J. Kochenderfer 71 21 0 19 Oct 2020
Global Self-Attention Networks for Image Recognition Zhuoran Shen Irwan Bello Raviteja Vemulapalli Xuhui Jia Ching-Hui Chen ViT 6 28 0 06 Oct 2020
Group Equivariant Stand-Alone Self-Attention For Vision David W. Romero Jean-Baptiste Cordonnier MDE 18 57 0 02 Oct 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 8 1,517 0 30 Sep 2020
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers A. Wong M. Famouri M. Shafiee 14 20 0 30 Sep 2020
Attentional Feature Fusion Yimian Dai Fabian Gieseke Stefan Oehmcke Yiquan Wu Kobus Barnard 3DPC 8 621 0 29 Sep 2020
Looking for change? Roll the Dice and demand Attention F. Diakogiannis F. Waldner P. Caccetta 19 66 0 04 Sep 2020
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Ce Zhang Jianlin Su P. M. Atkinson SSeg 17 369 0 03 Sep 2020
Speaker Representation Learning using Global Context Guided Channel and Time-Frequency Transformations Wei Xia John H. L. Hansen 6 9 0 02 Sep 2020
Bidirectional Attention Network for Monocular Depth Estimation Shubhra Aich Jean M. Uwabeza Vianney Md. Amirul Islam Mannat Kaur Bingbing Liu MDE 16 75 0 01 Sep 2020
Visual Concept Reasoning Networks Taesup Kim Sungwoong Kim Yoshua Bengio 20 7 0 26 Aug 2020
On estimating gaze by self-attention augmented convolutions Gabriel Lefundes Luciano Oliveira 3DH 6 3 0 25 Aug 2020
Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks Chiara Plizzari Marco Cannici Matteo Matteucci ViT MedIm 17 299 0 17 Aug 2020
Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation Rui Li Jianlin Su Chenxi Duan Shunyi Zheng 3DV 12 35 0 29 Jul 2020
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Xiaofang Wang Xuehan Xiong Maxim Neumann A. Piergiovanni Michael S. Ryoo A. Angelova Kris M. Kitani Wei Hua 11 51 0 23 Jul 2020
Feature Pyramid Transformer Dong-Ming Zhang Hanwang Zhang Jinhui Tang Meng Wang Xiansheng Hua Qianru Sun ViT 8 251 0 18 Jul 2020
Autoregressive Unsupervised Image Segmentation Yassine Ouali C´eline Hudelot Myriam Tami SSL 24 86 0 16 Jul 2020
Attention as Activation Yimian Dai Stefan Oehmcke Fabian Gieseke Yiquan Wu Kobus Barnard 6 9 0 15 Jul 2020
Deep Reinforced Attention Learning for Quality-Aware Visual Recognition Duo Li Qifeng Chen 8 6 0 13 Jul 2020
DCANet: Learning Connected Attentions for Convolutional Neural Networks Xu Ma Jingda Guo Sihai Tang Zhinan Qiao Qi Chen Qing Yang Song Fu 12 14 0 09 Jul 2020
Attention Neural Network for Trash Detection on Water Channels Fnu Mohbat Abdul Wahab Amin Mohammad Maaz M. Taj 11 18 0 09 Jul 2020
SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture Kevin Trebing Tomasz Stanczyk S. Mehrkanoon 26 324 0 08 Jul 2020
Wind speed prediction using multidimensional convolutional neural networks Kevin Trebing S. Mehrkanoon 17 39 0 04 Jul 2020
Deep brain state classification of MEG data Ismail Alaoui Abdellaoui Jesús García Fernández Caner Sahinli S. Mehrkanoon 20 7 0 02 Jul 2020
Data Movement Is All You Need: A Case Study on Optimizing Transformers A. Ivanov Nikoli Dryden Tal Ben-Nun Shigang Li Torsten Hoefler 28 130 0 30 Jun 2020
Multi-Head Attention: Collaborate Instead of Concatenate Jean-Baptiste Cordonnier Andreas Loukas Martin Jaggi 6 106 0 29 Jun 2020
Normalizador Neural de Datas e Endereços Gustavo Plensack Paulo Finardi OOD 6 0 0 27 Jun 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Rajat Saini N. Jha B. K. Das Sparsh Mittal C.Krishna Mohan 13 83 0 26 Jun 2020
Infinite attention: NNGP and NTK for deep attention networks Jiri Hron Yasaman Bahri Jascha Narain Sohl-Dickstein Roman Novak 6 112 0 18 Jun 2020
Explicitly Modeled Attention Maps for Image Classification Andong Tan D. Nguyen Maximilian Dax Matthias Nießner Thomas Brox 27 8 0 14 Jun 2020
Visual Transformers: Token-based Image Representation and Processing for Computer Vision Bichen Wu Chenfeng Xu Xiaoliang Dai Alvin Wan Peizhao Zhang Zhicheng Yan M. Tomizuka Joseph E. Gonzalez Kurt Keutzer Peter Vajda ViT 30 545 0 05 Jun 2020
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Peter Hawkins Jared Davis David Belanger Lucy J. Colwell Adrian Weller 23 84 0 05 Jun 2020
Auto-decoding Graphs Sohil Shah V. Koltun GNN 26 4 0 04 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 60 12,660 0 26 May 2020
Few-shot Compositional Font Generation with Dual Memory Junbum Cha Sanghyuk Chun Gayoung Lee Bado Lee Seonghyeon Kim Hwalsuk Lee 6 76 0 21 May 2020
Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate Anand Ramakrishnan Brian Zylich Erin Ottmar Jennifer LoCasale-Crouch Jacob Whitehill 8 25 0 19 May 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 40 3,027 0 16 May 2020
Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network Guangyu Ren Tianhong Dai P. Barmpoutis Tania Stathaki 11 14 0 30 Apr 2020
Exploring Self-attention for Image Recognition Hengshuang Zhao Jiaya Jia V. Koltun SSL 6 772 0 28 Apr 2020
Adaptive Attention Span in Computer Vision Jerrod Parker Shakti Kumar Joe Roussy ViT VLM 9 2 0 18 Apr 2020
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset Shreya Ghosh Abhinav Dhall Garima Sharma Sarthak Gupta N. Sebe 9 36 0 13 Apr 2020