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Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
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2019
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Rameen Abdal
Yipeng Qin
Peter Wonka
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10
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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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9
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InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs
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2020
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Yujun Shen
Ceyuan Yang
Xiaoou Tang
Bolei Zhou
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8
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Analyzing and Improving the Image Quality of StyleGAN
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2020
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Tero Karras
Samuli Laine
Miika Aittala
Janne Hellsten
Jaakko Lehtinen
Timo Aila
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8
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In-Domain GAN Inversion for Real Image Editing
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2020
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Jiapeng Zhu
Yujun Shen
Deli Zhao
Bolei Zhou
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7
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Image2StyleGAN++: How to Edit the Embedded Images?
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2020
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Rameen Abdal
Yipeng Qin
Peter Wonka
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7
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StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images
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2020
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Ayush Tewari
Mohamed Elgharib
Gaurav Bharaj
Florian Bernard
HansâPeter Seidel
Patrick PĂ©rez
Michael Zollhöfer
Christian Theobalt
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7
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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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5
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StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
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2021
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Rameen Abdal
Peihao Zhu
Niloy J. Mitra
Peter Wonka
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5
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Seeing What a GAN Cannot Generate
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2019
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David Bau
Jun-Yan Zhu
Jonas Wulff
William Peebles
Bolei Zhou
Hendrik Strobelt
Antonio Torralba
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5
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MaskGAN: Towards Diverse and Interactive Facial Image Manipulation
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2020
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ChengâHan Lee
Ziwei Liu
LingâYun Wu
Ping Luo
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5
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Semantic Image Synthesis With Spatially-Adaptive Normalization
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2019
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Taesung Park
Ming-Yu Liu
Ting-Chun Wang
Jun-Yan Zhu
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5
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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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4
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Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
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2015
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Alec Radford
Luke Metz
Soumith Chintala
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4
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Generative Image Inpainting with Contextual Attention
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2018
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Jiahui Yu
Zhe Lin
Shuicheng Yan
Xiaohui Shen
Xin Lu
Thomas S. Huang
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4
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LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop
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2015
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Fisher Yu
Yinda Zhang
Shuran Song
Ari Seff
Jianxiong Xiao
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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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4
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Designing an encoder for StyleGAN image manipulation
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2021
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Omer Tov
Yuval Alaluf
Yotam Nitzan
Or Patashnik
Daniel CohenâOr
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4
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Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
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2015
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Alec Radford
Luke Metz
Soumith Chintala
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4
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StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation
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2021
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Zongze Wu
Dani Lischinski
Eli Shechtman
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4
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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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4
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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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4
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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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4
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Semantic photo manipulation with a generative image prior
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2019
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David Bau
Hendrik Strobelt
William Peebles
Jonas Wulff
Bolei Zhou
Jun-Yan Zhu
Antonio Torralba
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4
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Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
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2021
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Elad Richardson
Yuval Alaluf
Or Patashnik
Yotam Nitzan
Yaniv Azar
Stav Shapiro
Daniel CohenâOr
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4
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StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
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2021
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Or Patashnik
Zongze Wu
Eli Shechtman
Daniel CohenâOr
Dani Lischinski
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3
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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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Improved StyleGAN Embedding: Where are the Good Latents?
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2020
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Peihao Zhu
Rameen Abdal
Yipeng Qin
Peter Wonka
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3
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Editing in Style: Uncovering the Local Semantics of GANs
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2020
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Edo Collins
Raja Bala
Bob Price
Sabine SĂŒsstrunk
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3
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PIE: Portrait Image Embedding for Semantic Control
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2020
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Ayush Tewari
Mohamed Elgharib
Mallikarjun B R.
Florian Bernard
HansâPeter Seidel
Patrick PĂ©rez
Michael Zollhöfer
Christian Theobalt
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3
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SC-FEGAN: Face Editing Generative Adversarial Network With Userâs Sketch and Color
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2019
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Youngjoo Jo
Jongyoul Park
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3
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Progressive Growing of GANs for Improved Quality, Stability, and Variation
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2017
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Tero Karras
Timo Aila
Samuli Laine
Jaakko Lehtinen
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3
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PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
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2020
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Sachit Menon
Alexandru Damian
Shijia Hu
Nikhil Ravi
Cynthia Rudin
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3
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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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3
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Generative Adversarial Networks
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2014
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Ian Goodfellow
Jean Pouget-Abadie
Mehdi Mirza
Bing Xu
David Warde-Farley
Sherjil Ozair
Aaron Courville
Yoshua Bengio
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3
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Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs
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2020
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Xingang Pan
Bo Dai
Ziwei Liu
Chen Change Loy
Ping Luo
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3
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Conditional Generative Adversarial Nets
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2014
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Mehdi Mirza
Simon Osindero
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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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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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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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pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis
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2021
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Eric R. Chan
Marco Aurélio Alvarenga Monteiro
Petr Kellnhofer
Jiajun Wu
Gordon Wetzstein
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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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PDF
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SEAN: Image Synthesis With Semantic Region-Adaptive Normalization
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2020
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Peihao Zhu
Rameen Abdal
Yipeng Qin
Peter Wonka
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2
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Autoregressive Unsupervised Image Segmentation
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2020
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Yassine Ouali
CĂ©line Hudelot
Myriam Tami
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2
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Understanding the role of individual units in a deep neural network
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2020
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David Bau
Jun-Yan Zhu
Hendrik Strobelt
Ăgata Lapedriza
Bolei Zhou
Antonio Torralba
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2
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Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches
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2020
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Shuai Yang
Zhangyang Wang
Jiaying Liu
Zongming Guo
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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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Intuitive, Interactive Beard and Hair Synthesis With Generative Models
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2020
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Kyle Olszewski
Duygu Ceylan
Jun Xing
Jose Echevarria
Zhili Chen
Weikai Chen
Hao Li
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2
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Training Generative Adversarial Networks with Limited Data
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2020
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Tero Karras
Miika Aittala
Janne Hellsten
Samuli Laine
Jaakko Lehtinen
Timo Aila
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2
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Controllable Person Image Synthesis With Attribute-Decomposed GAN
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2020
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Yifang Men
Yiming Mao
Yuning Jiang
WeiâYing Ma
Zhouhui Lian
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2
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