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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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7
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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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6
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Interpreting the Latent Space of GANs for Semantic Face Editing
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2020
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Yujun Shen
Jinjin Gu
Xiaoou Tang
Bolei Zhou
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6
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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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5
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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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5
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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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4
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High-Resolution Image Synthesis with Latent Diffusion Models
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2022
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Robin Rombach
Andreas Blattmann
Dominik Lorenz
Patrick Esser
Björn Ommer
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4
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Inverting the Generator of a Generative Adversarial Network
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2018
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Antonia Creswell
Anil A. Bharath
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4
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GANalyze: Toward Visual Definitions of Cognitive Image Properties
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2019
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Lore Goetschalckx
Alex Andonian
Aude Oliva
Phillip Isola
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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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4
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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 KrĂ€henbĂŒhl
Eli Shechtman
Alexei A. Efros
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4
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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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4
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Adversarial Latent Autoencoders
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2020
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Stanislav Pidhorskyi
Donald Adjeroh
Gianfranco Doretto
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4
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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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4
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ArcFace: Additive Angular Margin Loss for Deep Face Recognition
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2019
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Jiankang Deng
Jia Guo
Niannan Xue
Stefanos Zafeiriou
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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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3
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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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3
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Closed-Form Factorization of Latent Semantics in GANs
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2021
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Yujun Shen
Bolei Zhou
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3
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Pivotal Tuning for Latent-based Editing of Real Images
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2022
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Daniel Roich
Ron Mokady
Amit H. Bermano
Daniel CohenâOr
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3
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Face identity disentanglement via latent space mapping
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2020
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Yotam Nitzan
Amit H. Bermano
Yangyan Li
Daniel CohenâOr
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3
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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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3
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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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3
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ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement
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2021
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Yuval Alaluf
Or Patashnik
Daniel CohenâOr
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3
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Explaining in Style: Training a GAN to explain a classifier in StyleSpace
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2021
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Oran Lang
Yossi Gandelsman
Michal Yarom
Yoav Wald
Gal Elidan
Avinatan Hassidim
William T. Freeman
Phillip Isola
Amir Globerson
Michal Irani
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3
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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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3
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Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation
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2021
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Gihyun Kwon
Jong Chul Ye
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3
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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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3
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Alias-Free Generative Adversarial Networks
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2021
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Tero Karras
Miika Aittala
Samuli Laine
Erik HÀrkönen
Janne Hellsten
Jaakko Lehtinen
Timo Aila
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2
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Semantic Image Inpainting with Deep Generative Models
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2017
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Raymond A. Yeh
Chen Chen
Teck Yian Lim
Alexander G. Schwing
Mark HasegawaâJohnson
N. Minh
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2
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Few-shot Image Generation via Cross-domain Correspondence
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2021
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Utkarsh Ojha
Yijun Li
Jingwan Lu
Alexei A. Efros
Yong Jae Lee
Eli Shechtman
Richard Zhang
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2
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The Perception-Distortion Tradeoff
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2018
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Yochai Blau
Tomer Michaeli
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2
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Anycost GANs for Interactive Image Synthesis and Editing
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2021
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Ji Lin
Richard Zhang
Frieder Ganz
Song Han
Jun-Yan Zhu
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2
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Diverse Image Generation via Self-Conditioned GANs
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2020
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Steven Liu
Tongzhou Wang
David Bau
Jun-Yan Zhu
Antonio Torralba
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2
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Learning Transferable Visual Models From Natural Language Supervision
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2021
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Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya Ramesh
Gabriel Goh
Sandhini Agarwal
Girish Sastry
Amanda Askell
Pamela Mishkin
Jack Clark
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2
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Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
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2021
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HyunâSu Kim
Yunjey Choi
Junho Kim
Sungjoo Yoo
Youngjung Uh
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2
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TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
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2021
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Weihao Xia
Yujiu Yang
JingâHao Xue
Baoyuan Wu
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2
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GAN "Steerability" without optimization
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2020
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Nurit Spingarn-Eliezer
Ron Banner
Tomer Michaeli
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2
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Score-Based Generative Modeling through Stochastic Differential Equations
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2020
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Yang Song
Jascha SohlâDickstein
Diederik P. Kingma
Abhishek Kumar
Stefano Ermon
Ben Poole
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2
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Denoising Diffusion Implicit Models
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2020
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Jiaming Song
Chenlin Meng
Stefano Ermon
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2
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Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
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2020
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Xingang Pan
Xiaohang Zhan
Bo Dai
Dahua Lin
Chen Change Loy
Ping Luo
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2
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Controlling generative models with continuous factors of variations
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2020
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Antoine Plumerault
Hervé Le Borgne
CĂ©line Hudelot
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2
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Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space
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2020
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Jonas Wulff
Antonio Torralba
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2
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On the "steerability" of generative adversarial networks
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2020
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Ali Jahanian
Lucy Chai
Phillip Isola
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2
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Improved Baselines with Momentum Contrastive Learning
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2020
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Xinlei Chen
Haoqi Fan
Ross Girshick
Kaiming He
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2
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Learning Inverse Mapping by AutoEncoder Based Generative Adversarial Nets
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2017
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Junyu Luo
Yong Xu
Chenwei Tang
Jiancheng Lv
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2
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Image Processing Using Multi-Code GAN Prior
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2020
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Jinjin Gu
Yujun Shen
Bolei Zhou
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2
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Precise Recovery of Latent Vectors from Generative Adversarial Networks
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2017
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Zachary C. Lipton
Subarna Tripathi
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2
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Denoising Diffusion Probabilistic Models
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2020
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Jonathan Ho
Ajay N. Jain
Pieter Abbeel
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2
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Detecting Bias with Generative Counterfactual Face Attribute Augmentation
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2019
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Emily Denton
Ben Hutchinson
Margaret Mitchell
Timnit Gebru
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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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