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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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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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5
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Context Encoders: Feature Learning by Inpainting
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2016
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Deepak Pathak
Philipp KrĂ€henbĂŒhl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
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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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Photographic Image Synthesis with Cascaded Refinement Networks
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2017
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Qifeng Chen
Vladlen Koltun
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3
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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
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2017
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Martin Heusel
Hubert Ramsauer
Thomas Unterthiner
Bernhard Nessler
Sepp Hochreiter
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3
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Towards Accurate Multi-person Pose Estimation in the Wild
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2017
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George Papandreou
Tyler Zhu
Nori Kanazawa
Alexander Toshev
Jonathan Tompson
Chris Bregler
Kevin Murphy
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2
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Convolutional feature masking for joint object and stuff segmentation
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2015
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Jifeng Dai
Kaiming He
Jian Sun
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2
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Hypercolumns for object segmentation and fine-grained localization
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2015
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Bharath Hariharan
Pablo ArbelĂĄez
Ross Girshick
Jitendra Malik
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2
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Deformable part models are convolutional neural networks
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2015
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Ross Girshick
Forrest Iandola
Trevor Darrell
Jitendra Malik
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2
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Instance-Sensitive Fully Convolutional Networks
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2016
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Jifeng Dai
Kaiming He
Yi Li
Shaoqing Ren
Jian Sun
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2
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Perceptual Losses for Real-Time Style Transfer and Super-Resolution
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2016
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Justin Johnson
Alexandre Alahi
Li Fei-Fei
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2
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DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model
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2016
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Eldar Insafutdinov
Leonid Pishchulin
Bjoern Andres
Mykhaylo Andriluka
Bernt Schiele
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2
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DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks
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2016
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Martin Rajchl
Matthew C. H. Lee
Ozan Oktay
Konstantinos Kamnitsas
Jonathan PasseratâPalmbach
Wenjia Bai
Mellisa Damodaram
Mary Rutherford
Joseph V. Hajnal
Bernhard Kainz
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2
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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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2
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Fully Convolutional Instance-Aware Semantic Segmentation
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2017
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Yi Li
Haozhi Qi
Jifeng Dai
Xiangyang Ji
Yichen Wei
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2
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Stacked Generative Adversarial Networks
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2017
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Xun Huang
Yixuan Li
Omid Poursaeed
John E. Hopcroft
Serge Belongie
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2
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Least Squares Generative Adversarial Networks
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2017
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Xudong Mao
Qing Li
Haoran Xie
Raymond Y.K. Lau
Zhen Wang
Stephen Paul Smolley
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2
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Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization
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2017
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Xun Huang
Serge Belongie
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2
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Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
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2017
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WeiâSheng Lai
JiaâBin Huang
Narendra Ahuja
MingâHsuan Yang
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2
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Visual attribute transfer through deep image analogy
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2017
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Jing Liao
Yuan Yao
Lu Yuan
Gang Hua
Sing Bing Kang
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2
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Pose2Instance: Harnessing Keypoints for Person Instance Segmentation
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2017
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Subarna Tripathi
Maxwell D. Collins
Matthew Brown
Serge Belongie
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2
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What Can Help Pedestrian Detection?
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2017
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Jiayuan Mao
Tete Xiao
Yuning Jiang
Zhimin Cao
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2
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Toward Multimodal Image-to-Image Translation
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2017
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Jun-Yan Zhu
Richard Zhang
Deepak Pathak
Trevor Darrell
Alexei A. Efros
Oliver Wang
Eli Shechtman
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2
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FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
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2018
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Andreas Rössler
Davide Cozzolino
Luisa Verdoliva
Christian RieĂ
Justus Thies
Matthias NieĂner
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2
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Arbitrary Style Transfer with Deep Feature Reshuffle
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2018
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Shuyang Gu
Congliang Chen
Jing Liao
Lu Yuan
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2
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CrowdHuman: A Benchmark for Detecting Human in a Crowd
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2018
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Shuai Shao
Zijian Zhao
Boxun Li
Tete Xiao
Gang Yu
Xiangyu Zhang
Jian Sun
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2
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BDD100K: A Diverse Driving Video Database with Scalable Annotation Tooling.
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2018
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Fisher Yu
Wenqi Xian
Yingying Chen
Fangchen Liu
Mike Liao
Vashisht Madhavan
Trevor Darrell
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2
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Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
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2017
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TaekâSoo Kim
Moonsu Cha
Hyunsoo Kim
Jung Kwon Lee
Jiwon Kim
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2
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PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model
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2018
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George Papandreou
Tyler Zhu
Liang-Chieh Chen
Spyros Gidaris
Jonathan Tompson
Kevin Murphy
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2
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Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
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2017
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Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
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2
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CyCADA: Cycle-Consistent Adversarial Domain Adaptation
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2017
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Judy Hoffman
Eric Tzeng
Taesung Park
Jun-Yan Zhu
Phillip Isola
Kate Saenko
Alexei A. Efros
Trevor Darrell
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2
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Unsupervised Image-to-Image Translation Networks
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2017
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Ming-Yu Liu
Thomas M. Breuel
Jan Kautz
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2
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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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2
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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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2
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Improved Techniques for Training GANs
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2016
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Tim Salimans
Ian Goodfellow
Wojciech Zaremba
Vicki Cheung
Alec Radford
Xi Chen
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2
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Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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2017
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Christian Ledig
Lucas Theis
Ferenc HuszĂĄr
José Caballero
Andrew Cunningham
Alejandro Acosta
Andrew P. Aitken
Alykhan Tejani
Johannes Totz
Zehan Wang
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2
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Semi-Parametric Image Synthesis
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2018
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Xiaojuan Qi
Qifeng Chen
Jiaya Jia
Vladlen Koltun
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2
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Learning from Simulated and Unsupervised Images through Adversarial Training
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2017
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Ashish Shrivastava
Tomas Pfister
Oncel Tuzel
Joshua M. Susskind
Wen-Da Wang
Russell Y. Webb
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2
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StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation
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2018
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Yunjey Choi
Minje Choi
Munyoung Kim
Jung-Woo Ha
Sunghun Kim
Jaegul Choo
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2
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RMPE: Regional Multi-person Pose Estimation
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2017
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Hao-Shu Fang
Shuqin Xie
YuâWing Tai
Cewu Lu
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2
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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
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2018
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Ting-Chun Wang
Ming-Yu Liu
Jun-Yan Zhu
Andrew Tao
Jan Kautz
Bryan Catanzaro
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2
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DensePose: Dense Human Pose Estimation in the Wild
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2018
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Rıza Alp GĂŒler
Natalia Neverova
Iasonas Kokkinos
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2
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Multimodal Unsupervised Image-to-Image Translation
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2018
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Xun Huang
Ming-Yu Liu
Serge Belongie
Jan Kautz
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2
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StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks
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2017
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Han Zhang
Tao Xu
Hongsheng Li
Shaoting Zhang
Xiaogang Wang
Xiaolei Huang
Dimitris Metaxas
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2
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Adam: A Method for Stochastic Optimization
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2014
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Diederik P. Kingma
Jimmy Ba
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2
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High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits
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2017
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Xiaoyong Shen
Hongyun Gao
Xin Tao
Chao Zhou
Jiaya Jia
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2
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Towards Open-Set Identity Preserving Face Synthesis
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2018
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Jianmin Bao
Dong Chen
Fang Wen
Houqiang Li
Gang Hua
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2
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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
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2017
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Martin Heusel
Hubert Ramsauer
Thomas Unterthiner
Bernhard Nessler
Sepp Hochreiter
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2
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Learning to Segment Object Candidates
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2015
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Pedro O. Pinheiro
Ronan Collobert
Piotr DollĂĄr
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2
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