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Stacked Hourglass Networks for Human Pose Estimation
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2016
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SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning
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2017
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Hanwang Zhang
Jun Xiao
Liqiang Nie
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Wei Liu
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Deep Residual Learning for Image Recognition
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Xiangyu Zhang
Shaoqing Ren
Jian Sun
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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George Papandreou
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Learning Deep Features for Discriminative Localization
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Aditya Khosla
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Feature Pyramid Networks for Object Detection
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Piotr Dollár
Ross Girshick
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Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks
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Ziwei Liu
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Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
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Xiaodong He
Chris Buehler
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Non-local Neural Networks
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2018
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Ross Girshick
Abhinav Gupta
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Attentive Contexts for Object Detection
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Yunchao Wei
Xiaodan Liang
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Tingfa Xu
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Attentional Network for Visual Object Detection
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2017
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Kota Hara
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Oncel Tuzel
Amir‐massoud Farahmand
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
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Fashion Landmark Detection in the Wild
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Sijie Yan
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Xiaogang Wang
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Deep Human Parsing with Active Template Regression
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Si Liu
Xiaohui Shen
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Gaze Embeddings for Zero-Shot Image Classification
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2017
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Nour Karessli
Zeynep Akata
Bernt Schiele
Andreas Bulling
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Hierarchical Question-Image Co-Attention for Visual Question Answering
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Jianwei Yang
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Multi-person Pose Estimation with Local Joint-to-Person Associations
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2016
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Umar Iqbal
Jüergen Gall
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Human Pose Estimation via Convolutional Part Heatmap Regression
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Adrian Bulat
Georgios Tzimiropoulos
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Boosting Image Captioning with Attributes
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Ting Yao
Yingwei Pan
Yehao Li
Zhaofan Qiu
Tao Mei
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Learning a Deep Embedding Model for Zero-Shot Learning
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2017
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Li Zhang
Tao Xiang
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Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields
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2017
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Zhe Cao
Tomas Simon
Shih-En Wei
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Image Captioning and Visual Question Answering Based on Attributes and External Knowledge
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Qi Wu
Chunhua Shen
Peng Wang
Anthony Dick
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Zero-Shot Learning Posed as a Missing Data Problem
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2017
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Bo Zhao
Botong Wu
Tianfu Wu
Yizhou Wang
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Mask R-CNN
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Georgia Gkioxari
Piotr Dollár
Ross Girshick
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Deep Reinforcement Learning-Based Image Captioning with Embedding Reward
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2017
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Zhou Ren
Xiaoyu Wang
Ning Zhang
Xutao Lv
Li-Jia Li
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Residual Attention Network for Image Classification
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2017
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Fei Wang
Mengqing Jiang
Chen Qian
Shuo Yang
Cheng Li
Honggang Zhang
Xiaogang Wang
Xiaoou Tang
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Semantic Autoencoder for Zero-Shot Learning
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2017
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Elyor Kodirov
Tao Xiang
Shaogang Gong
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MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
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2017
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Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
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Hartwig Adam
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ChineseFoodNet: A large-scale Image Dataset for Chinese Food Recognition
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2017
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Yu Zhu
Hua Zhou
Liang Diao
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Rethinking Atrous Convolution for Semantic Image Segmentation
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2017
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Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
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Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly
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2017
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Yongqin Xian
Christoph H. Lampert
Bernt Schiele
Zeynep Akata
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1
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Recent Advances in Zero-shot Recognition
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Tao Xiang
Yu–Gang Jiang
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Creating Capsule Wardrobes from Fashion Images
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2018
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Kristen Grauman
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Distributed Representations of Words and Phrases and their Compositionality
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Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
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Jimmy Ba
Ryan Kiros
Kyunghyun Cho
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Boosting Image Captioning with Attributes
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Ting Yao
Yingwei Pan
Yehao Li
Zhaofan Qiu
Tao Mei
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Stacked Hourglass Networks for Human Pose Estimation
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2016
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Alejandro Newell
Kaiyu Yang
Jia Deng
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1
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Multi-Person Pose Estimation with Local Joint-to-Person Associations
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2016
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Umar Iqbal
Jüergen Gall
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Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation
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Deep Reinforcement Learning-based Image Captioning with Embedding Reward
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Zhou Ren
Xiaoyu Wang
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Xutao Lv
Li-Jia Li
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Language Models for Image Captioning: The Quirks and What Works
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Hao Cheng
Hao Fang
Saurabh Gupta
Li Deng
Xiaodong He
Geoffrey Zweig
Margaret Mitchell
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Image Captioning with Semantic Attention
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Quanzeng You
Hailin Jin
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Fang Chen
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Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
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2017
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Michael Cogswell
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Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images
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Wei-Lin Hsiao
Kristen Grauman
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Residual Attention Network for Image Classification
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Fei Wang
Mengqing Jiang
Chen Qian
Shuo Yang
Cheng Li
Honggang Zhang
Xiaogang Wang
Xiaoou Tang
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1
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Zero-Shot Learning—A Comprehensive Evaluation of the Good, the Bad and the Ugly
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2018
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Yongqin Xian
Christoph H. Lampert
Bernt Schiele
Zeynep Akata
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1
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Deformable GANs for Pose-Based Human Image Generation
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2018
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Aliaksandr Siarohin
Enver Sangineto
Stéphane Lathuilière
Nicu Sebe
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Convolutional Pose Machines
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2016
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Shih-En Wei
Varun Ramakrishna
Takeo Kanade
Yaser Sheikh
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Neural Machine Translation by Jointly Learning to Align and Translate
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Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
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