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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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22
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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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16
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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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16
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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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16
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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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13
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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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12
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SPGNet: Semantic Prediction Guidance for Scene Parsing
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2019
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Bowen Cheng
Liang-Chieh Chen
Yunchao Wei
Yukun Zhu
Zilong Huang
Jinjun Xiong
Thomas S. Huang
Wenâmei Hwu
Humphrey Shi
Uiuc Uiuc
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12
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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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12
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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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11
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Attention to Scale: Scale-Aware Semantic Image Segmentation
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2016
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Liang-Chieh Chen
Yi Yang
Jiang Wang
Wei Xu
Alan Yuille
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9
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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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9
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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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8
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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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8
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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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8
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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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8
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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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8
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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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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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8
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CCNet: Criss-Cross Attention for Semantic Segmentation
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2020
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Zilong Huang
Xinggang Wang
Yunchao Wei
Lichao Huang
Humphrey Shi
Wenyu Liu
Thomas S. Huang
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8
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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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7
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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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7
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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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7
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Devil in the Details: Towards Accurate Single and Multiple Human Parsing
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2019
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Tao Ruan
Ting Liu
Zilong Huang
Yunchao Wei
Shikui Wei
Yao Zhao
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7
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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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7
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MobileNetV2: Inverted Residuals and Linear Bottlenecks
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2018
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Mark Sandler
Andrew Howard
Menglong Zhu
Andrey Zhmoginov
Liang-Chieh Chen
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5
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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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5
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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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5
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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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5
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In-place Activated BatchNorm for Memory-Optimized Training of DNNs
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2018
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Samuel Rota Bulò
Lorenzo Porzi
Peter Kontschieder
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5
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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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5
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Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning
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2019
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Rui Qian
Yunchao Wei
Humphrey Shi
Jiachen Li
Jiaying Liu
Thomas S. Huang
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5
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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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5
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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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5
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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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OCNet: Object Context Network for Scene Parsing
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2018
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Yuhui Yuan
Jingdong Wang
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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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Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation
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2020
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Zhonghao Wang
Mo Yu
Yunchao Wei
RogĂŠrio Feris
Jinjun Xiong
Wenâmei Hwu
Thomas S. Huang
Humphrey Shi
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4
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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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2020
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Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
Thomas Unterthiner
Mostafa Dehghani
Matthias Minderer
Georg Heigold
Sylvain Gelly
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4
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Classifying Radio Galaxies with the Convolutional Neural Network
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2017
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A. K. Aniyan
K. Thorat
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4
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Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing
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2017
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Ke Gong
Xiaodan Liang
Dongyu Zhang
Xiaohui Shen
Liang Lin
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4
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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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4
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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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4
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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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4
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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
Aidan N. Gomez
Ĺukasz Kaiser
Illia Polosukhin
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4
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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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4
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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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4
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Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation
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2018
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Yunchao Wei
Huaxin Xiao
Humphrey Shi
Zequn Jie
Jiashi Feng
Thomas S. Huang
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4
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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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4
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EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
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2019
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Mingxing Tan
Quoc V. Le
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4
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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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3
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