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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
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2018
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Richard Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
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4
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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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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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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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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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3
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StarGAN v2: Diverse Image Synthesis for Multiple Domains
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2020
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Yunjey Choi
Youngjung Uh
Jaejun Yoo
Jung-Woo Ha
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3
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A Style-Based Generator Architecture for Generative Adversarial Networks
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2019
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Tero Karras
Samuli Laine
Timo Aila
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3
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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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3
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Few-Shot Unsupervised Image-to-Image Translation
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2019
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Ming-Yu Liu
Xun Huang
Arun Mallya
Tero Karras
Timo Aila
Jaakko Lehtinen
Jan Kautz
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3
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The Secrets of Salient Object Segmentation
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2014
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Yin Li
Xiaodi Hou
Christof Koch
James M. Rehg
Alan Yuille
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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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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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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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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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2
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Photorealistic Style Transfer via Wavelet Transforms
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2019
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Jaejun Yoo
Youngjung Uh
Sanghyuk Chun
Byeongkyu Kang
Jung-Woo Ha
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2
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Learning to Write Stylized Chinese Characters by Reading a Handful of Examples
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2018
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Danyang Sun
Tongzheng Ren
Chongxuan Li
Hang Su
Jun Zhu
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Hierarchical Saliency Detection
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2013
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Qiong Yan
Li Xu
Jianping Shi
Jiaya Jia
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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 Arbeláez
Ross Girshick
Jitendra Malik
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2
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Generating Handwritten Chinese Characters Using CycleGAN
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2018
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Bo Chang
Qiong Zhang
Shenyi Pan
Lili Meng
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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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Salient Object Detection: A Discriminative Regional Feature Integration Approach
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2013
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Huaizu Jiang
Jingdong Wang
Zejian Yuan
Wu Yang
Nanning Zheng
Shipeng Li
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2
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Caffe: Convolutional Architecture for Fast Feature Embedding
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2014
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Yangqing Jia
Evan Shelhamer
Jeff Donahue
Sergey Karayev
Jonathan Long
Ross Girshick
Sergio Guadarrama
Trevor Darrell
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Artistic glyph image synthesis via one-stage few-shot learning
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2019
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Yue Gao
Yuan Guo
Zhouhui Lian
Yingmin Tang
Jianguo Xiao
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2
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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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2
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Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
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2017
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Pengyuan Lyu
Xiang Bai
Cong Yao
Zhen Zhu
Tengteng Huang
Wenyu Liu
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2
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Self-Attention Generative Adversarial Networks
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2018
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Han Zhang
Ian Goodfellow
Dimitris Metaxas
Augustus Odena
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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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Deep Photo Style Transfer
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2017
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Fujun Luan
Sylvain Paris
Eli Shechtman
Kavita Bala
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2
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Deep Learning Face Attributes in the Wild
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2015
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Ziwei Liu
Ping Luo
Xiaogang Wang
Xiaoou Tang
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2
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Separating Style and Content for Generalized Style Transfer
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2018
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Yexun Zhang
Ya Zhang
Wenbin Cai
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2
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A Closed-Form Solution to Photorealistic Image Stylization
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2018
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Yijun Li
Mingyu Liu
Xueting Li
Ming–Hsuan Yang
Jan Kautz
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2
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A Deep Factorization of Style and Structure in Fonts
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2019
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Akshay Srivatsan
Jonathan T. Barron
Dan Klein
Taylor Berg-Kirkpatrick
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2
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Real-time user-guided image colorization with learned deep priors
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2017
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Richard Zhang
Jun-Yan Zhu
Phillip Isola
Xinyang Geng
Angela S. Lin
Tianhe Yu
Alexei A. Efros
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1
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EAST: An Efficient and Accurate Scene Text Detector
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2017
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Xinyu Zhou
Cong Yao
He Wen
Yuzhi Wang
Shuchang Zhou
Weiran He
Jiajun Liang
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1
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An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition
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2016
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Baoguang Shi
Xiang Bai
Cong Yao
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1
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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
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2015
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Dario Amodei
Rishita Anubhai
Eric Battenberg
Carl Case
Jared Casper
Bryan Catanzaro
Jingdong Chen
Mike Chrzanowski
Adam Coates
Greg Diamos
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1
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A Structured Self-attentive Sentence Embedding
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2017
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Zhouhan Lin
Minwei Feng
Cícero Nogueira dos Santos
Mo Yu
Bing Xiang
Bowen Zhou
Yoshua Bengio
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1
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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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1
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Going Deeper with Convolutions
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2014
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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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YouTube-8M: A Large-Scale Video Classification Benchmark
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2016
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Sami Abu-El-Haija
Nisarg Kothari
Joonseok Lee
Apostol Natsev
George Toderici
Balakrishnan Varadarajan
Sudheendra Vijayanarasimhan
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1
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Learning a Discriminative Model for the Perception of Realism in Composite Images
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2015
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Jun-Yan Zhu
Philipp Krähenbühl
Eli Shechtman
Alexei A. Efros
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1
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MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
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2015
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Tianqi Chen
Mu Li
Yutian Li
Min Lin
Naiyan Wang
Minjie Wang
Tianjun Xiao
Bing Xu
Chiyuan Zhang
Zheng Zhang
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1
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Spatially Controllable Image Synthesis with Internal Representation Collaging
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2018
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Ryôhei Suzuki
Masanori Koyama
Takeru Miyato
Taizan Yonetsuji
Huachun Zhu
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1
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Generative Visual Manipulation on the Natural Image Manifold
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2016
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Jun-Yan Zhu
Philipp Krähenbühl
Eli Shechtman
Alexei A. Efros
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1
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Spatial Fusion GAN for Image Synthesis
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2019
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Fangneng Zhan
Hongyuan Zhu
Shijian Lu
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1
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NSML: Meet the MLaaS platform with a real-world case study
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2018
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Hanjoo Kim
Minkyu Kim
Dongjoo Seo
Jinwoong Kim
Heungseok Park
Soeun Park
Hyun‐Woo Jo
KyungHyun Kim
Youngil Yang
Youngkwan Kim
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1
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Densely Connected Convolutional Networks
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2016
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Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
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Visual Saliency Based on Multiscale Deep Features
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2015
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Guanbin Li
Yizhou Yu
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1
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Large Scale GAN Training for High Fidelity Natural Image Synthesis
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2018
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Andrew Brock
Jeff Donahue
Karen Simonyan
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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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