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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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13
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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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9
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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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8
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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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8
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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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8
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Non-local Neural Networks
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2018
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Xiaolong Wang
Ross Girshick
Abhinav Gupta
Kaiming He
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8
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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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7
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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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7
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr Dollár
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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7
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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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7
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Dynamic Graph Message Passing Networks
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2020
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Zhang Li
Dan Xu
Anurag Arnab
Philip H. S. Torr
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7
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Multi-Scale Context Aggregation by Dilated Convolutions
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2015
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Fisher Yu
Vladlen Koltun
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6
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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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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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6
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Adaptive Affinity Fields for Semantic Segmentation
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2018
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Tsung-Wei Ke
Jyh-Jing Hwang
Ziwei Liu
Stella X. Yu
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6
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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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6
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CCNet: Criss-Cross Attention for Semantic Segmentation
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2019
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Zilong Huang
Xinggang Wang
Lichao Huang
Chang Huang
Yunchao Wei
Wenyu Liu
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6
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OCNet: Object Context Network for Scene Parsing
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2018
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Yuhui Yuan
Jingdong Wang
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6
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Deep Feature Flow for Video Recognition
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2017
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Xizhou Zhu
Yuwen Xiong
Jifeng Dai
Lu Yuan
Yichen Wei
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6
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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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6
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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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6
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Deformable Convolutional Networks
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2017
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Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
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5
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Dual Attention Network for Scene Segmentation
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2019
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Jun Fu
Jing Liu
Haijie Tian
Yong Li
Yongjun Bao
Zhiwei Fang
Hanqing Lu
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5
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Semantic Understanding of Scenes through the ADE20K Dataset
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2016
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Bolei Zhou
Hang Zhao
Xavier Puig
Tete Xiao
Sanja Fidler
Adela Barriuso
Antonio Torralba
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5
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Improving Semantic Segmentation via Video Propagation and Label Relaxation
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2019
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Yi Zhu
Karan Sapra
Fitsum A. Reda
Kevin J. Shih
Shawn Newsam
Andrew Tao
Bryan Catanzaro
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5
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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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5
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Low-Latency Video Semantic Segmentation
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2018
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Yule Li
Jianping Shi
Dahua Lin
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4
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Recurrent Scene Parsing with Perspective Understanding in the Loop
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2018
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Shu Kong
Charless C. Fowlkes
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4
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Training Region-Based Object Detectors with Online Hard Example Mining
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2016
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Abhinav Shrivastava
Abhinav Gupta
Ross Girshick
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4
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ICNet for Real-Time Semantic Segmentation on High-Resolution Images
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2018
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Hengshuang Zhao
Xiaojuan Qi
Xiaoyong Shen
Jianping Shi
Jiaya Jia
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4
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Semantic Video Segmentation by Gated Recurrent Flow Propagation
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2018
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David Nilsson
Cristian Sminchisescu
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4
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Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
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2020
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Xia Li
Yibo Yang
Qijie Zhao
Tiancheng Shen
Zhouchen Lin
Hong Liu
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4
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Dual Graph Convolutional Network for Semantic Segmentation.
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2019
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Zhang Li
Xiangtai Li
Anurag Arnab
Kuiyuan Yang
Yunhai Tong
Philip H. S. Torr
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4
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A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation
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2016
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N. Michael Mayer
Eddy Ilg
Philip Häusser
Philipp Fischer
Daniel Cremers
Alexey Dosovitskiy
Thomas Brox
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4
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Semantic Video CNNs Through Representation Warping
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2017
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Raghudeep Gadde
Varun Jampani
Peter Gehler
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4
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Expectation-Maximization Attention Networks for Semantic Segmentation
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2019
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Xia Li
Zhisheng Zhong
Jianlong Wu
Yibo Yang
Zhouchen Lin
Hong Liu
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4
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FlowNet: Learning Optical Flow with Convolutional Networks
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2015
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Alexey Dosovitskiy
Philipp Fischer
Eddy Ilg
Philip Häusser
Caner Hazırbaş
Vladimir Golkov
Patrick van der Smagt
Daniel Cremers
Thomas Brox
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4
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Panoptic Feature Pyramid Networks
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2019
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Alexander Kirillov
Ross Girshick
Kaiming He
Piotr Dollár
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4
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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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4
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Asymmetric Non-Local Neural Networks for Semantic Segmentation
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2019
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Zhen Zhu
Meng Xu
Song Bai
Tengteng Huang
Xiang Bai
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4
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CBAM: Convolutional Block Attention Module
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2018
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Sanghyun Woo
Jongchan Park
Joon‐Young Lee
In So Kweon
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4
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Gated-SCNN: Gated Shape CNNs for Semantic Segmentation
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2019
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Towaki Takikawa
David Acuna
Varun Jampani
Sanja Fidler
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4
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SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
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2017
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Vijay Badrinarayanan
A. C. Kendall
Roberto Cipolla
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3
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DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation
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2019
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Hanchao Li
Pengfei Xiong
Haoqiang Fan
Jian Sun
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3
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Conditional Random Fields as Recurrent Neural Networks
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2015
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Shuai Zheng
Sadeep Jayasumana
Bernardino Romera‐Paredes
Vibhav Vineet
Zhizhong Su
Dalong Du
Chang Huang
Philip H. S. Torr
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3
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Graph-Based Global Reasoning Networks
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2019
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Yunpeng Chen
Marcus Rohrbach
Zhicheng Yan
Yan Shuicheng
Jiashi Feng
Yannis Kalantidis
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3
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ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
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2018
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Sachin Mehta
Mohammad Rastegari
Anat Caspi
Linda G. Shapiro
Hannaneh Hajishirzi
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3
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In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images
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2019
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Marin Oršić
Ivan Krešo
Petra Bevandić
Siniša Šegvić
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3
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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3
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ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network
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2019
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Sachin Mehta
Mohammad Rastegari
Linda G. Shapiro
Hannaneh Hajishirzi
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3
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