Awesome-Convolutional-Attention-Mechanism-papers

Machine Translation

Year	Title	Authors	Links
2017	Convolutional Sequence to Sequence Learning	Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin	paper

Image Classfication/ Object Detection/Semantic Segmentation

Year	Title	Authors	Links
2017	Residual Attention Network for Image Classification	Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, Xiaoou Tang	paper
2018	Squeeze-and-Excitation Networks	Jie Hu, Li Shen, Gang Sun	paper
2018	Learn To Pay Attention	Saumya Jetley, Nicholas A. Lord, Namhoon Lee, Philip H.S. Torr	paper
2018	CBAM: Convolutional Block Attention Module	Sanghyun Woo , Jongchan Park , Joon-Young Lee, In So Kweon	paper
2018	Attention U-Net: Learning Where to Look for the Pancreas	Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla, Bernhard Kainz, Ben Glocker, Daniel Rueckert	paper
2018	Attention-Gated Networks for Improving Ultrasound Scan Plane Detection	Jo Schlemper, Ozan Oktay, Liang Chen, Jacqueline Matthew, Caroline Knight, Bernhard Kainz, Ben Glocker, Daniel Rueckert	paper
2018	BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	Yu, Changqian, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang	paper
2018	Learning a Discriminative Feature Network for Semantic Segmentation	Yu, Changqian, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang	paper
2019	Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation	Tianyi Zhang , Guosheng Lin , Jianfei Cai , Senior Member, IEEE, Tong Shen, Chunhua Shen , Alex C. Kot	paper
2020	Improving Object Detection with Inverted Attention	Zeyi Huang ; Wei Ke ; Dong Huang	paper
2020	Object detection based on an adaptive attention mechanism	Wei Li, Kai Liu, Lizhe Zhang, Fei Cheng	paper

Video Object Segmentation

Year	Title	Authors	Links
2018	Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation	Li, Xiaoxiao, Chen Change Loy	paper
2019	See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks	Lu, Xiankai, Wenguan Wang, Chao Ma, Jianbing Shen, Ling Shao, Fatih Porikli	paper
2019	Symmetry Encoder-Decoder Network with Attention Mechanism for Fast Video Object Segmentation	Mingyue Guo,Dejun Zhang,Jun Sun, Yiqi Wu	paper
2019	RANet: Ranking Attention Network for Fast Video Object Segmentation	Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao	paper code
2019	Learning Unsupervised Video Object Segmentation Through Visual Attention	Wenguan Wang, Hongmei Song, Shuyang Zhao, Jianbing Shen, Sanyuan Zhao, Steven C. H. Hoi, Haibin Ling	paper code
2019	Video Object Segmentation Using Space-Time Memory Networks	Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim	paper code
2020	Collaborative Video Object Segmentation by Foreground-Background Integration	Zongxin Yang, Yunchao Wei, Yi Yang	paper code