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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

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