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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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3
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PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
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2017
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Charles R. Qi
Yi Li
Hao Su
Leonidas Guibas
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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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3D ShapeNets: A deep representation for volumetric shapes
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2015
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Zhirong Wu
Shuran Song
Aditya Khosla
Fisher Yu
Linguang Zhang
Xiaoou Tang
Jianxiong Xiao
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2
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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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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1
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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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1
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Learning Rich Features from RGB-D Images for Object Detection and Segmentation
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2014
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Saurabh Gupta
Ross Girshick
Pablo ArbelĂĄez
Jitendra Malik
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1
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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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1
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STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation
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2016
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Yunchao Wei
Xiaodan Liang
Yunpeng Chen
Xiaohui Shen
MingâMing Cheng
Jiashi Feng
Yao Zhao
Shuicheng Yan
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1
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Oriented edge forests for boundary detection
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2015
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Sam Hallman
Charless C. Fowlkes
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1
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DeepEdge: A multi-scale bifurcated deep network for top-down contour detection
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2015
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Gedas Bertasius
Jianbo Shi
Lorenzo Torresani
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1
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Generalized Boundaries from Multiple Image Interpretations
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2014
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Marius Leordeanu
Rahul Sukthankar
Cristian Sminchisescu
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1
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Fast Edge Detection Using Structured Forests
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2014
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Piotr DollĂĄr
C. Lawrence Zitnick
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1
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Multi-view Convolutional Neural Networks for 3D Shape Recognition
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2015
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Hang Su
Subhransu Maji
Evangelos Kalogerakis
Erik Learned-Miller
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1
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Deep Unsupervised Learning using Nonequilibrium Thermodynamics
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2015
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Jascha SohlâDickstein
Eric A. Weiss
Niru Maheswaranathan
Surya Ganguli
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1
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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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1
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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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1
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Multiple Instance Detection Network with Online Instance Classifier Refinement
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2017
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Peng Tang
Xinggang Wang
Xiang Bai
Wenyu Liu
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1
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Deeply-Supervised Nets
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2014
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ChenâYu Lee
Saining Xie
Patrick W. Gallagher
Zhengyou Zhang
Zhuowen Tu
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1
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BING++: A Fast High Quality Object Proposal Generator at 100fps
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2015
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Ziming Zhang
Yun Liu
Tolga Bolukbasi
MingâMing Cheng
Venkatesh Saligrama
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1
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Rethinking the Inception Architecture for Computer Vision
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2016
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Christian Szegedy
Vincent Vanhoucke
Sergey Ioffe
Jon Shlens
Zbigniew Wojna
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1
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SPLATNet: Sparse Lattice Networks for Point Cloud Processing
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2018
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Hang Su
Varun Jampani
Deqing Sun
Subhransu Maji
Evangelos Kalogerakis
MingâHsuan Yang
Jan Kautz
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1
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Learning Deep Features for Discriminative Localization
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2016
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Bolei Zhou
Aditya Khosla
Ăgata Lapedriza
Aude Oliva
Antonio Torralba
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1
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Object Contour Detection with a Fully Convolutional Encoder-Decoder Network
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2016
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Shuicheng Yan
Brian Price
Scott Cohen
Honglak Lee
MingâHsuan Yang
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1
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Playing for Data: Ground Truth from Computer Games
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2016
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Stephan R. Richter
Vibhav Vineet
Stefan Roth
Vladlen Koltun
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1
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SIFT Meets CNN: A Decade Survey of Instance Retrieval
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2017
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Liang Zheng
Yi Yang
Qi Tian
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1
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Person Re-identification: Past, Present and Future
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2016
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Liang Zheng
Yi Yang
Alexander G. Hauptmann
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1
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OctNet: Learning Deep 3D Representations at High Resolutions
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2017
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Gernot Riegler
Ali Osman Ulusoy
Andreas Geiger
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1
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Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs
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2017
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Federico Monti
Davide Boscaini
Jonathan Masci
Emanuele RodolĂ
Jan Svoboda
Michael M. Bronstein
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1
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A Point Set Generation Network for 3D Object Reconstruction from a Single Image
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2017
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Haoqiang Fan
Hao Su
Leonidas Guibas
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1
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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2017
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Raffaelli Charles
Hao Su
Kaichun Mo
Leonidas Guibas
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1
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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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1
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Weakly Supervised Cascaded Convolutional Networks
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2017
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Ali Diba
Vivek Sharma
Ali Mohammad Pazandeh
Hamed Pirsiavash
Luc Van Gool
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1
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CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
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2017
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Justin Johnson
Bharath Hariharan
Laurens van der Maaten
Li Fei-Fei
C. Lawrence Zitnick
Ross Girshick
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1
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr DollĂĄr
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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1
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3D Shape Segmentation with Projective Convolutional Networks
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2017
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Evangelos Kalogerakis
Melinos Averkiou
Subhransu Maji
Siddhartha Chaudhuri
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1
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ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes
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2017
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Angela Dai
Anne Lynn S. Chang
Manolis Savva
Maciej Halber
Thomas Funkhouser
Matthias NieĂner
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1
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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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1
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Holistically-Nested Edge Detection
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2017
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Saining Xie
Zhuowen Tu
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1
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Training Object Class Detectors with Click Supervision
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2017
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Dim P. Papadopoulos
Jasper Uijlings
Frank Keller
Vittorio Ferrari
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1
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Neural Optimizer Search with Reinforcement Learning
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2017
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Irwan Bello
Barret Zoph
Vijay Vasudevan
Quoc V. Le
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1
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Learning Local Shape Descriptors from Part Correspondences with Multiview Convolutional Networks
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2017
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Haibin Huang
Evangelos Kalogerakis
Siddhartha Chaudhuri
Duygu Ceylan
Vladimir G. Kim
Ersin Yumer
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1
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Face Transfer with Generative Adversarial Network
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2017
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Runze Xu
Zhiming Zhou
Weinan Zhang
Yong Yu
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1
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Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image
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2017
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Wissam J. Baddar
Geonmo Gu
Sangmin Lee
Yong Man Ro
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1
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CycleGAN Face-off
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2017
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Xiaohan Jin
Qi Ye
Shangxuan Wu
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1
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The Algorithmic Beauty of Plants
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1990
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PrzemysĹaw Prusinkiewicz
Aristid Lindenmayer
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1
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PCL: Proposal Cluster Learning for Weakly Supervised Object Detection
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2018
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Peng Tang
Xinggang Wang
Song Bai
Wei Shen
Xiang Bai
Wenyu Liu
Alan Yuille
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1
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ReenactGAN: Learning to Reenact Faces via Boundary Transfer
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2018
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Wayne Wu
Yunxuan Zhang
Cheng Li
Chen Qian
Chen Change Loy
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1
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$$N^4$$-Fields: Neural Network Nearest Neighbor Fields for Image Transforms
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2015
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Yaroslav Ganin
Victor Lempitsky
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1
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