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CVPR 2017: Attention Models

  • The goal of this document is to provide a reading list for CVPR 2017 papers related to Attention Model.

Papers

Paper list.

No. Figure Title Authors Pub. Links
1 Rec-Attend End-to-End Instance Segmentation with Recurrent Attention Mengye Ren, Richard S. Zemel CVPR 2017 paper github
2 TAGM Temporal Attention-Gated Model for Robust Sequence Classification Wenjie Pei, Tadas Baltrusaitis, David M.J. Tax and Louis-Philippe Morency CVPR 2017 paper github
3 Attention-FH Attention-Aware Face Hallucination via Deep Reinforcement Learning Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li CVPR 2017 paper
4 DANs Dual Attention Networks for Multimodal Reasoning and Matching Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim CVPR 2017 paper
5 Adaptive-Attention Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu, Caiming Xiong1, Devi Parikh, Richard Socher CVPR 2017 paper github
6 Attentional-Push Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes Siavash Gorji, James J. Clark CVPR 2017 paper
7 GCAA-LSTM Global Context-Aware Attention LSTM Networks for 3D Action Recognition Jun Liu, Gang Wang, Ping Hu, Ling-Yu Duan, Alex C. Kot CVPR 2017 paper
8 DAC-CSR Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting Zhen-Hua Feng, Josef Kittler, William Christmas, Patrik Huber, Xiao-Jun Wu CVPR 2017 paper github
9 Multi-level-Attention Multi-Level Attention Networks for Visual Question Answering Dongfei Yu, Jianlong Fu, Tao Mei, Yong Rui CVPR 2017 paper
10 RA-CNN Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition Jianlong Fu, Heliang Zheng, Tao Mei CVPR 2017 paper github
11 ACFN Attentional Correlation Filter Network for Adaptive Visual Tracking Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi CVPR 2017 paper code
12 Multi-Context-Attention Multi-Context Attention for Human Pose Estimation Xiao Chu, Wei Yang, Wanli Ouyang, Cheng Ma, Alan L. Yuille, Xiaogang Wang CVPR 2017 paper github
13 GEAN Supervising Neural Attention Models for Video Captioning by Human Gaze Data Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim CVPR 2017 paper
14 AMC AMC: Attention guided Multi-modal Correlation Learning for Image Search Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram Nevatia CVPR 2017 paper github
15 MAN Multi-Attention Network for One Shot Learning Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen CVPR 2017 paper
16 Episodic-CAMN Episodic CAMN: Contextual Attention-Based Memory Networks With Iterative Feedback for Scene Labeling Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang CVPR 2017 paper
17 SCA-CNN SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua CVPR 2017 paper github
18 Residual-Attention-Network Residual Attention Network for Image Classification Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, Xiaoou Tang CVPR 2017 paper github