An Empirical Study of Spatial Attention Mechanisms in Deep Networks

11 April 2019

Papers citing "An Empirical Study of Spatial Attention Mechanisms in Deep Networks"

37 / 37 papers shown

Title
Adaptive Visual Imitation Learning for Robotic Assisted Feeding Across Varied Bowl Configurations and Food Types Rui Liu Amisha Bhaskar Pratap Tokekar 40 3 0 19 Mar 2024
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 41 6 0 13 Apr 2023
DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation Xinyuan Chen Yangchen Xie Li Sun Yue Lu 30 4 0 30 Dec 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 41 660 0 10 Nov 2022
$Semi-supervised object detection based on single-stage detector for thighbone fracture localization$ Semi-supervised object detection based on single-stage detector for thighbone fracture localization Jinman Wei Jinkun Yao Guoshan Zhang Bin Guan Yueming Zhang Shaoquan Wang 19 10 0 20 Oct 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 38 59 0 26 Jul 2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 32 90 0 17 Jun 2022
Engineering deep learning methods on automatic detection of damage in infrastructure due to extreme events Y. Bai B. Zha H. Sezen Alper Yilmaz 21 28 0 01 May 2022
Recurrent Affine Transformation for Text-to-image Synthesis Senmao Ye Fei Liu Mingkui Tan 25 26 0 22 Apr 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 49 528 0 13 Mar 2022
Deformable VisTR: Spatio temporal deformable attention for video instance segmentation Sudhir Yarram Jialian Wu Pan Ji Yi Tian Xu Junsong Yuan ViT 22 2 0 12 Mar 2022
DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting Seonghyeon Kim Seung Shin Yoonsik Kim Han-Cheol Cho Taeho Kil Jaeheung Surh Seunghyun Park Bado Lee Youngmin Baek 22 8 0 10 Mar 2022
Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images Ye Liu Huifang Li Chao Hu Shuang Luo Yan Luo Changrui Chen ISeg 27 37 0 22 Nov 2021
Sparse Spatial Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin ISeg 30 0 0 04 Sep 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 30 83 0 09 Aug 2021
A Unified Efficient Pyramid Transformer for Semantic Segmentation Fangrui Zhu Yi Zhu Li Zhang Chongruo Wu Yanwei Fu Mu Li ViT 29 29 0 29 Jul 2021
Learning Position and Target Consistency for Memory-based Video Object Segmentation Liucheng Hu Peng Zhang Bang Zhang Pan Pan Yinghui Xu Rong Jin VOS 32 111 0 09 Apr 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 19 304 0 10 Mar 2021
Dual-Awareness Attention for Few-Shot Object Detection Tung-I Chen Yueh-Cheng Liu Hung-Ting Su Yu-Cheng Chang Yu-Hsiang Lin Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 35 96 0 24 Feb 2021
FcaNet: Frequency Channel Attention Networks Zequn Qin Pengyi Zhang Fei Wu Xi Li 31 681 0 22 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 40 527 0 01 Dec 2020
End-to-end Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales Y. Bai H. Sezen Alper Yilmaz 19 25 0 05 Nov 2020
Volumetric Transformer Networks Seungryong Kim Sabine Süsstrunk Mathieu Salzmann ViT 30 5 0 18 Jul 2020
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge Yinzheng Gu Yihan Pan Shizhe Chen 31 1 0 17 Jul 2020
Latent Video Transformer Ruslan Rakhimov Denis Volkhonskiy Alexey Artemov Denis Zorin Evgeny Burnaev VGen 33 119 0 18 Jun 2020
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation Dino Ienco Y. J. E. Gbodjo R. Interdonato R. Gaetano 29 2 0 30 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe-nan Lin Stan Sclaroff Federico Perazzi VOS 20 185 0 03 Apr 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 28 658 0 17 Mar 2020
Attentive Group Equivariant Convolutional Networks David W. Romero Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 22 90 0 07 Feb 2020
Attention! A Lightweight 2D Hand Pose Estimation Approach Nicholas Santavas Ioannis Kansizoglou Loukas Bampis E. Karakasis Antonios Gasteratos 14 50 0 22 Jan 2020
Gated Path Selection Network for Semantic Segmentation Qichuan Geng Hong Zhang Xiaojuan Qi Ruigang Yang Zhong Zhou Gao Huang 17 25 0 19 Jan 2020
Empirical Upper Bound in Object Detection and More Ali Borji Seyed Mehdi Iranmanesh VLM ObjD 24 24 0 27 Nov 2019
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Tao Shen Guodong Long Tao Shen Dinesh Manocha Lina Yao Huan Huo Jing Jiang 30 77 0 27 Nov 2019
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 37 94 0 12 Aug 2019
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 283 1,401 0 01 Dec 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 213 1,367 0 06 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015