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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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15
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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6
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The Cityscapes Dataset for Semantic Urban Scene Understanding
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2016
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Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
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5
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Distilling the Knowledge in a Neural Network
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2015
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Geoffrey E. Hinton
Oriol Vinyals
Jay B. Dean
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4
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Synthetic Data for Text Localisation in Natural Images
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2016
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Ankush Gupta
Andrea Vedaldi
Andrew Zisserman
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4
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Pyramid Scene Parsing Network
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2017
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Hengshuang Zhao
Jianping Shi
Xiaojuan Qi
Xiaogang Wang
Jiaya Jia
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4
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Conditional Generative Adversarial Nets
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2014
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Mehdi Mirza
Simon Osindero
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3
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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3
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You Only Look Once: Unified, Real-Time Object Detection
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2016
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Joseph Redmon
Santosh Divvala
Ross Girshick
Ali Farhadi
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3
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Text Flow: A Unified Text Detection System in Natural Scene Images
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2015
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Shangxuan Tian
Yifeng Pan
Chang Huang
Shijian Lu
Kai Yu
Chew Lim Tan
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3
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Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
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2019
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Yuenan Hou
Zheng Ma
Chunxiao Liu
Chen Change Loy
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3
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Reading Text in the Wild with Convolutional Neural Networks
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2015
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Max Jaderberg
Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
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3
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Fully convolutional networks for semantic segmentation
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2015
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Jonathan Long
Evan Shelhamer
Trevor Darrell
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3
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Image-to-Image Translation with Conditional Adversarial Networks
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2017
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Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
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3
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R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection
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2017
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Yingying Jiang
Xiangyu Zhu
Xiaobing Wang
Shuli Yang
Wei Li
Hua Wang
Pei Fu
Zhenbo Luo
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3
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Detecting Oriented Text in Natural Images by Linking Segments
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2017
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Baoguang Shi
Xiang Bai
Serge Belongie
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3
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ImageNet Large Scale Visual Recognition Challenge
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2015
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Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
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3
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Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
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2016
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Sergey Zagoruyko
Nikos Komodakis
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3
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SSD: Single Shot MultiBox Detector
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2016
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Wei Liu
Dragomir Anguelov
Dumitru Erhan
Christian Szegedy
Scott Reed
Cheng-Yang Fu
Alexander C. Berg
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3
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Learning Lightweight Lane Detection CNNs by Self Attention Distillation
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2019
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Yuenan Hou
Zheng Ma
Chunxiao Liu
Chen Change Loy
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3
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Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition
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2014
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Max Jaderberg
Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
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3
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DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural Images
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2016
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Zhuoyao Zhong
Lianwen Jin
Shuye Zhang
Ziyong Feng
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3
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Arbitrary-Oriented Scene Text Detection via Rotation Proposals
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2018
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Jianqi Ma
Weiyuan Shao
Hao Ye
Li Wang
Hong Wang
Yingbin Zheng
Xiangyang Xue
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3
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Deeply-Supervised Knowledge Synergy
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2019
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Dawei Sun
Anbang Yao
Aojun Zhou
Hao Zhao
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3
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Robust Text Detection in Natural Scene Images
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2013
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Xu-Cheng Yin
Xuwang Yin
Kaizhu Huang
Hongwei Hao
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2
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Relational Knowledge Distillation
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2019
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Wonpyo Park
Dongju Kim
Yan Lu
Minsu Cho
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2
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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2
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Reading Text in the Wild with Convolutional Neural Networks
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2014
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Max Jaderberg
Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
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2
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Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing
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2019
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Xiaoguang Tu
Jian Zhao
Mei Xie
Guodong Du
Hengsheng Zhang
Jianshu Li
Zheng Ma
Jiashi Feng
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2
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The ApolloScape Open Dataset for Autonomous Driving and Its Application
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2019
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Xinyu Huang
Peng Wang
Xinjing Cheng
Dingfu Zhou
Qichuan Geng
Ruigang Yang
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2
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Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture
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2019
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Xiaoguang Tu
Hengsheng Zhang
Mei Xie
Yao Luo
Yuefei Zhang
Zheng Ma
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2
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Synthetic Data for Text Localisation in Natural Images
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2016
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Ankush Gupta
Andrea Vedaldi
Andrew Zisserman
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2
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Region Proposal by Guided Anchoring
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2019
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Jiaqi Wang
Kai Chen
Shuo Yang
Chen Change Loy
Dahua Lin
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2
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EAST: An Efficient and Accurate Scene Text Detector
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2017
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Xinyu Zhou
Cong Yao
He Wen
Yuzhi Wang
Shuchang Zhou
Weiran He
Jiajun Liang
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2
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Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection
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2017
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Yuliang Liu
Lianwen Jin
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2
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Focusing Attention: Towards Accurate Text Recognition in Natural Images
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2017
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Zhanzhan Cheng
Fan Bai
Yunlu Xu
Gang Zheng
Shiliang Pu
Shuigeng Zhou
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2
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Going deeper with convolutions
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2015
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Christian Szegedy
Wei Liu
Yangqing Jia
Pierre Sermanet
Scott Reed
Dragomir Anguelov
Dumitru Erhan
Vincent Vanhoucke
Andrew Rabinovich
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2
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Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
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2015
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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2
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr DollĂĄr
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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2
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YOLO9000: Better, Faster, Stronger
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2017
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Joseph Redmon
Ali Farhadi
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2
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Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 4
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2015
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Cong Yao
Jianan Wu
Xinyu Zhou
Chi Zhang
Shuchang Zhou
Zhimin Cao
Qi Yin
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2
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Recursive Recurrent Nets with Attention Modeling for OCR in the Wild
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2016
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ChenâYu Lee
Simon Osindero
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2
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Deep Learning Face Attributes in the Wild
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2015
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Ziwei Liu
Ping Luo
Xiaogang Wang
Xiaoou Tang
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2
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Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning
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2017
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Werner Zellinger
Thomas Grubinger
Edwin Lughofer
Thomas Natschläger
Susanne SamingerâPlatz
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2
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Spatial as Deep: Spatial CNN for Traffic Scene Understanding
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2018
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Xingang Pan
Jianping Shi
Ping Luo
Xiaogang Wang
Xiaoou Tang
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2
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Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network
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2014
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Sijin Li
Zhi-Qiang Liu
Antoni B. Chan
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2
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Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification
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2014
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Hongsheng Li
Rui Zhao
Xiaogang Wang
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2
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Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
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2019
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Zifeng Wu
Chunhua Shen
Anton van den Hengel
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2
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An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition
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2016
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Baoguang Shi
Xiang Bai
Cong Yao
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2
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ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
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2016
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Adam Paszke
Abhishek Chaurasia
Sangpil Kim
Eugenio Culurciello
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2
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