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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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8
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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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6
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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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6
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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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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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5
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Coherent Online Video Style Transfer
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2017
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Dongdong Chen
Jing Liao
Lu Yuan
Nenghai Yu
Gang Hua
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4
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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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4
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Learning Representations for Automatic Colorization
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2016
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Gustav Larsson
Michael Maire
Gregory Shakhnarovich
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3
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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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3
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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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3
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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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2017
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Eddy Ilg
N. Michael Mayer
Tonmoy Saikia
Margret Keuper
Alexey Dosovitskiy
Thomas Brox
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3
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GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields
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2021
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Michael Niemeyer
Andreas Geiger
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3
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Deep exemplar-based colorization
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2018
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Mingming He
Dongdong Chen
Jing Liao
Pedro V. Sander
Lu Yuan
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3
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Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes
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2021
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Zhengqi Li
Simon Niklaus
Noah Snavely
Oliver Wang
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3
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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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3
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D-NeRF: Neural Radiance Fields for Dynamic Scenes
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2021
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Albert Pumarola
Enric Corona
Gerard PonsâMoll
Francesc Moreno-Noguer
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3
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Nerfies: Deformable Neural Radiance Fields
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2021
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Keunhong Park
Utkarsh Sinha
Jonathan T. Barron
Sofien Bouaziz
Dan B Goldman
Steven M. Seitz
Ricardo Martin-Brualla
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3
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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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2
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Horizon Lines in the Wild
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2016
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Scott Workman
Menghua Zhai
Nathan Jacobs
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2
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Stereoscopic Neural Style Transfer
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2018
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Dongdong Chen
Lu Yuan
Jing Liao
Nenghai Yu
Gang Hua
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2
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Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution from a Blurred Image Sequence
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2017
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Haesol Park
Kyoung Mu Lee
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2
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Tracking Emerges by Colorizing Videos
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2018
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Carl Vondrick
Abhinav Shrivastava
Alireza Fathi
Sergio Guadarrama
Kevin Murphy
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2
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Recent Progress in Image Deblurring
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2014
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Ruxin Wang
Dacheng Tao
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2
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A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing
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2017
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Qingnan Fan
Jiaolong Yang
Gang Hua
Baoquan Chen
David Wipf
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2
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Dense Optical Flow Prediction from a Static Image
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2015
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Jacob Walker
Abhinav Gupta
Martial Hebert
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2
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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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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 Deconvolution Network for Semantic Segmentation
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2015
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Hyeonwoo Noh
Seunghoon Hong
Bohyung Han
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2
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Detecting Vanishing Points Using Global Image Context in a Non-ManhattanWorld
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2016
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Menghua Zhai
Scott Workman
Nathan Jacobs
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2
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Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework
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2018
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Jie Chen
CheenâHau Tan
Junhui Hou
LapâPui Chau
Li He
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2
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StyleBank: An Explicit Representation for Neural Image Style Transfer
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2017
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Dongdong Chen
Lu Yuan
Jing Liao
Nenghai Yu
Gang Hua
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2
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Pixel-level Semantics Guided Image Colorization
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2018
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Jiaojiao Zhao
Li Liu
Cees G. M. Snoek
Jungong Han
Ling Shao
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2
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Pushing the Boundaries of View Extrapolation With Multiplane Images
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2019
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Pratul P. Srinivasan
Richard Tucker
Jonathan T. Barron
Ravi Ramamoorthi
Ren Ng
Noah Snavely
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2
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Learning Blind Video Temporal Consistency
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2018
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Wei-Sheng Lai
JiaâBin Huang
Oliver Wang
Eli Shechtman
Ersin Yumer
MingâHsuan Yang
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2
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DeepView: View Synthesis With Learned Gradient Descent
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2019
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John P. Flynn
Michael Broxton
Paul Debevec
Matthew DuVall
Graham Fyffe
Ryan Overbeck
Noah Snavely
Richard Tucker
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2
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Learning Blind Motion Deblurring
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2017
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Patrick Wieschollek
Michael Hirsch
Bernhard Schölkopf
Hendrik P. A. Lensch
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2
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Learning Diverse Image Colorization
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2017
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Aditya Deshpande
Jiajun Lu
Mao-Chuang Yeh
Min Jin Chong
David Forsyth
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2
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Video Propagation Networks
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2017
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Varun Jampani
Raghudeep Gadde
Peter Gehler
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2
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Generalized video deblurring for dynamic scenes
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2015
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Tae Hyun Kim
Kyoung Mu Lee
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2
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The relativistic discriminator: a key element missing from standard GAN
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2018
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Alexia JolicoeurâMartineau
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2
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Approximate nearest neighbor fields in video
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2015
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Nir Ben-Zrihem
Lihi ZelnikâManor
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2
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EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning
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2019
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Kamyar Nazeri
Eric Ng
Tony Joseph
Faisal Z. Qureshi
Mehran Ebrahimi
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2
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Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
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2017
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Seungjun Nah
Tae Hyun Kim
Kyoung Mu Lee
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2
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Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
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2014
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David Eigen
Christian Puhrsch
Rob Fergus
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2
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Spectral Normalization for Generative Adversarial Networks
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2018
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Takeru Miyato
Toshiki Kataoka
Masanori Koyama
Yuichi Yoshida
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2
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Online Video Deblurring via Dynamic Temporal Blending Network
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2017
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Tae Hyun Kim
Kyoung Mu Lee
Bernhard Schölkopf
Michael Hirsch
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2
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Image Inpainting for Irregular Holes Using Partial Convolutions
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2018
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Guilin Liu
Fitsum A. Reda
Kevin J. Shih
Ting-Chun Wang
Andrew Tao
Bryan Catanzaro
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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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2
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A Neural Approach to Blind Motion Deblurring
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2016
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Ayan Chakrabarti
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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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