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"

26 / 26 papers shown

Title
Adaptive Visual Imitation Learning for Robotic Assisted Feeding Across Varied Bowl Configurations and Food Types Rui Liu Amisha Bhaskar Pratap Tokekar 32 3 0 19 Mar 2024
DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation Xinyuan Chen Yangchen Xie Li Sun Yue Lu 17 4 0 30 Dec 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 14 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 89 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 13 28 0 01 May 2022
Recurrent Affine Transformation for Text-to-image Synthesis Senmao Ye Fei Liu Mingkui Tan 17 26 0 22 Apr 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun 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
Sparse Spatial Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin ISeg 23 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 22 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 R. L. Jin VOS 24 111 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 17 304 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 25 96 0 24 Feb 2021
FcaNet: Frequency Channel Attention Networks Zequn Qin Pengyi Zhang Fei Wu Xi Li 17 678 0 22 Dec 2020
End-to-end Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales Y. Bai H. Sezen Alper Yilmaz 11 25 0 05 Nov 2020
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge Yinzheng Gu Yihan Pan Shizhe Chen 17 1 0 17 Jul 2020
Latent Video Transformer Ruslan Rakhimov Denis Volkhonskiy Alexey Artemov Denis Zorin Evgeny Burnaev VGen 33 118 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 21 2 0 30 Apr 2020
Attentive Group Equivariant Convolutional Networks David W. Romero Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 22 89 0 07 Feb 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
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 29 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 278 1,400 0 01 Dec 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 201 1,367 0 06 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015