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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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7
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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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7
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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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7
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Class-Wise Dynamic Graph Convolution for Semantic Segmentation
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2020
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Hanzhe Hu
Deyi Ji
Weihao Gan
Shuai Bai
Wei Wu
Junjie Yan
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6
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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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6
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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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6
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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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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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5
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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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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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5
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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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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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ACFNet: Attentional Class Feature Network for Semantic Segmentation
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2019
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Fan Zhang
Yanqin Chen
Zhihang Li
Zhibin Hong
Jingtuo Liu
Feifei Ma
Junyu Han
Errui Ding
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4
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Learning Statistical Texture for Semantic Segmentation
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2021
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Lanyun Zhu
Deyi Ji
Shiping Zhu
Weihao Gan
Wei Wu
Junjie Yan
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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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4
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Context-Aware Graph Convolution Network for Target Re-identification
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2021
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Deyi Ji
Haoran Wang
Hanzhe Hu
Weihao Gan
Wei Wu
Junjie Yan
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4
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Class-wise Dynamic Graph Convolution for Semantic Segmentation
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2020
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Hanzhe Hu
Deyi Ji
Weihao Gan
Shuai Bai
Wei Wu
Junjie Yan
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3
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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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3
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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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3
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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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3
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PointRend: Image Segmentation As Rendering
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2020
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Alexander Kirillov
Yuxin Wu
Kaiming He
Ross Girshick
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3
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Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
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2022
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Deyi Ji
Haoran Wang
Mingyuan Tao
Jianqiang Huang
XianâSheng Hua
Hongtao Lu
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3
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Learning to Predict Context-Adaptive Convolution for Semantic Segmentation
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2020
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Jianbo Liu
Junjun He
Yu Qiao
Jimmy Ren
Hongsheng Li
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2
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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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2
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Tensor Low-Rank Reconstruction for Semantic Segmentation
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2020
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Wanli Chen
Xinge Zhu
Ruoqi Sun
Junjun He
Ruiyu Li
Xiaoyong Shen
Bei Yu
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2
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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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2
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Semi-Supervised Classification with Graph Convolutional Networks
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2016
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Thomas Kipf
Max Welling
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2
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CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
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2020
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Ho Kei Cheng
Jihoon Chung
YuâWing Tai
Chi-Keung Tang
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2
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DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images
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2018
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Ä°lke Demir
Krzysztof Koperski
David Lindenbaum
Guan Pang
Jing Huang
Saikat Basu
Forest Hughes
Devis Tuia
Ramesh Raskar
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2
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COCO-Stuff: Thing and Stuff Classes in Context
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2018
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Holger Caesar
Jasper Uijlings
Vittorio Ferrari
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2
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Context Prior for Scene Segmentation
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2020
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Changqian Yu
Jingbo Wang
Changxin Gao
Gang Yu
Chunhua Shen
Nong Sang
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2
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The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions
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2018
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Philipp Tschandl
Cliff Rosendahl
Harald Kittler
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2
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Semantic Flow for Fast and Accurate Scene Parsing
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2020
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Xiangtai Li
Ansheng You
Zhen Zhu
Houlong Zhao
Maoke Yang
Kuiyuan Yang
Shaohua Tan
Yunhai Tong
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2
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Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images
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2019
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Wuyang Chen
Ziyu Jiang
Zhangyang Wang
Kexin Cui
Xiaoning Qian
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2
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Learnable Histogram: Statistical Context Features for Deep Neural Networks
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2016
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Zhe Wang
Hongsheng Li
Wanli Ouyang
Xiaogang Wang
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2
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Boundary-Aware Feature Propagation for Scene Segmentation
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2019
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Henghui Ding
Xudong Jiang
A. Q. Liu
Nadia MagnenatâThalmann
Gang Wang
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2
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Dynamic Graph CNN for Learning on Point Clouds
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2019
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Yue Wang
Yongbin Sun
Ziwei Liu
Sanjay E. Sarma
Michael M. Bronstein
Justin Solomon
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2
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CCNet: Criss-Cross Attention for Semantic Segmentation
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2018
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Zilong Huang
Xinggang Wang
Yunchao Wei
Lichao Huang
Humphrey Shi
Wenyu Liu
Thomas S. Huang
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2
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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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2
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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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2
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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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2
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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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2
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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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2
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Deep TEN: Texture Encoding Network
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2017
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Hang Zhang
Jia Xue
Kristin Dana
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2
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+
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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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2
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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
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2
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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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2
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Dynamic-Structured Semantic Propagation Network
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2018
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Xiaodan Liang
Eric P. Xing
Hongfei Zhou
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2
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Videos as Space-Time Region Graphs
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2018
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Xiaolong Wang
Abhinav Gupta
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2
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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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2
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