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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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2
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Learning Deconvolution Network for Semantic Segmentation
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2015
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Hyeonwoo Noh
Seunghoon Hong
Bohyung Han
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1
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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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1
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Unsupervised Domain Adaptation by Backpropagation
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2014
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Yaroslav Ganin
Victor Lempitsky
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1
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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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1
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Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
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2014
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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1
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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1
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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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1
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Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts
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2014
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Xianjie Chen
Roozbeh Mottaghi
Xiaobai Liu
Sanja Fidler
Raquel Urtasun
Alan Yuille
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1
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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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1
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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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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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1
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Fully Convolutional Networks for Semantic Segmentation
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2016
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Evan Shelhamer
Jonathan Long
Trevor Darrell
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1
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Bridging Category-level and Instance-level Semantic Image Segmentation
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2016
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Zifeng Wu
Chunhua Shen
Anton van den Hengel
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1
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Person re-identification by Local Maximal Occurrence representation and metric learning
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2015
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Shengcai Liao
Yang Hu
Xiangyu Zhu
Stan Z. Li
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1
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Performance Measures and a Data Set for Multi-target, Multi-camera Tracking
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2016
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Ergys Ristani
Francesco Solera
Roger S. Zou
Rita Cucchiara
Carlo Tomasi
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1
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Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
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2017
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Tobias Pohlen
Alexander Hermans
Markus Mathias
Bastian Leibe
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1
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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
Yaser Sheikh
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1
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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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1
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RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation
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2017
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Guosheng Lin
Anton Milan
Chunhua Shen
Ian Reid
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1
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Unsupervised Domain Adaptive Re-Identification: Theory and Practice
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2018
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Liangchen Song
Cheng Wang
Lefei Zhang
Bo Du
Qian Zhang
Chang Huang
Wang Xing-gang
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1
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Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks
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2017
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Konstantinos Bousmalis
Nathan Silberman
David Dohan
Dumitru Erhan
Dilip Krishnan
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1
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Re-ranking Person Re-identification with k-Reciprocal Encoding
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2017
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Zhun Zhong
Liang Zheng
Donglin Cao
Shaozi Li
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1
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Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro
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2017
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Zhedong Zheng
Liang Zheng
Yi Yang
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1
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Understanding Convolution for Semantic Segmentation
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2018
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Panqu Wang
Pengfei Chen
Ye Yuan
Ding Liu
Zehua Huang
Xiaodi Hou
Garrison W. Cottrell
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1
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Interpretable Structure-Evolving LSTM
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2017
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Xiaodan Liang
Liang Lin
Xiaohui Shen
Jiashi Feng
Shuicheng Yan
Eric P. Xing
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1
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In Defense of the Triplet Loss for Person Re-Identification
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2017
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Alexander Hermans
Lucas Beyer
Bastian Leibe
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1
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Large Kernel Matters â Improve Semantic Segmentation by Global Convolutional Network
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2017
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Chao Peng
Xiangyu Zhang
Gang Yu
Guiming Luo
Jian Sun
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1
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Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
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2017
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Xiaoxiao Li
Ziwei Liu
Ping Luo
Chen Change Loy
Xiaoou Tang
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1
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Adapting Deep Visuomotor Representations with Weak Pairwise Constraints
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2015
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Eric Tzeng
Coline Devin
Judy Hoffman
Chelsea Finn
Pieter Abbeel
Sergey Levine
Kate Saenko
Trevor Darrell
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1
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ParseNet: Looking Wider to See Better
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2015
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Wei Liu
Andrew Rabinovich
Alexander C. Berg
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1
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Learning Feature Pyramids for Human Pose Estimation
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2017
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Wei Yang
Shuang Li
Wanli Ouyang
Hongsheng Li
Xiaogang Wang
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1
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Random Erasing Data Augmentation
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2017
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Zhun Zhong
Liang Zheng
Guoliang Kang
Shaozi Li
Yi Yang
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1
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Squeeze-and-Excitation Networks
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2018
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Jie Hu
Li Shen
Gang Sun
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1
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Beyond Part Models: Person Retrieval with Refined Part Pooling.
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2017
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Yifan Sun
Liang Zheng
Yi Yang
Qi Tian
Shengjin Wang
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1
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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
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2018
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Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
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1
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Context Encoding for Semantic Segmentation
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2018
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Hang Zhang
Kristin Dana
Jianping Shi
Zhongyue Zhang
Xiaogang Wang
Ambrish Tyagi
Amit Agrawal
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1
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Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer
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2018
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Hao-Shu Fang
Guansong Lu
Xiaolin Fang
Jianwen Xie
YuâWing Tai
Cewu Lu
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1
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Adaptation and Re-identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-identification
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2018
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Yu-Jhe Li
Fu-En Yang
YenâCheng Liu
Yu-Ying Yeh
Xiaofei Du
Yu-Chiang Frank Wang
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1
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Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation
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2018
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Sohil Shah
Pallabi Ghosh
Larry S. Davis
Tom Goldstein
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1
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Learning a Discriminative Feature Network for Semantic Segmentation
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2018
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Changqian Yu
Jingbo Wang
Chao Peng
Changxin Gao
Gang Yu
Nong Sang
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1
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SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting
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2018
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Yuhang Song
Chao Yang
Yeji Shen
Peng Wang
Qin Huang
C.âC. Jay Kuo
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1
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Domain-Adversarial Training of Neural Networks
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2017
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Yaroslav Ganin
Evgeniya Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
Mario Marchand
Victor Lempitsky
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1
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Unified Perceptual Parsing for Scene Understanding
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2018
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Tete Xiao
Yingcheng Liu
Bolei Zhou
Yuning Jiang
Jian Sun
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1
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BiSeNet: Bilateral Segmentation Network for Real-Time Semantic Segmentation
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2018
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Changqian Yu
Jingbo Wang
Chao Peng
Changxin Gao
Gang Yu
Nong Sang
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1
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Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
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2018
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Liang-Chieh Chen
Maxwell D. Collins
Yukun Zhu
George Papandreou
Barret Zoph
Florian Schroff
Hartwig Adam
Jonathon Shlens
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1
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Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
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2018
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Jie Hu
Li Shen
Samuel Albanie
Gang Sun
Andrea Vedaldi
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1
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Rethinking on Multi-Stage Networks for Human Pose Estimation.
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2019
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Wenbo Li
Zhicheng Wang
Binyi Yin
Qixiang Peng
Yuming Du
Tianzi Xiao
Gang Yu
Hongtao Lu
Yichen Wei
Jian Sun
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1
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Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
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2019
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Chenxi Liu
Liang-Chieh Chen
Florian Schroff
Hartwig Adam
Wei Hua
Alan Yuille
Li Fei-Fei
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1
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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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1
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