Fetching the paper…
Reading the bibliography…
Recently, the power of unconditional image synthesis has significantly advanced through the use of Generative Adversarial Networks (GANs).
3d object representations for fine-grained categorization
Jonathan Krause, Michael Stark, Jia Deng, and Li Fei-Fei · 2013
Earlier work this paper cites.
Generative adversarial nets
Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Deep residual learning for image recognition, 2015
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
Earlier work this paper cites.
Deep learning face attributes in the wild, 2015
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang · 2015
Earlier work this paper cites.
Human pose estimation with iterative error feedback, 2016
Joao Carreira, Pulkit Agrawal, Katerina Fragkiadaki, and Jitendra Malik · 2016
Earlier work this paper cites.
Refinenet: Iterative refinement for accurate object localization
Rakesh N Rajaram, Eshed Ohn-Bar, and Mohan M Trivedi · 2016
Earlier work this paper cites.
Lsun: Construction of a large-scale image dataset using deep learning with humans in the loop, 2016
Fisher Yu, Ari Seff, Yinda Zhang, Shuran Song, Thomas Funkhouser, and Jianxiong Xiao · 2016
Earlier work this paper cites.
Generative visual manipulation on the natural image manifold
Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, and Alexei A Efros · 2016
Earlier work this paper cites.
Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2017
Earlier work this paper cites.
Feature pyramid networks for object detection, 2017
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
Earlier work this paper cites.
Precise recovery of latent vectors from generative adversarial networks
Zachary C Lipton and Subarna Tripathi · 2017
Earlier work this paper cites.
Inverting the generator of a generative adversarial network
Antonia Creswell and Anil Anthony Bharath · 2018
Earlier work this paper cites.
The unreasonable effectiveness of deep features as a perceptual metric, 2018
Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, and Oliver Wang · 2018
Earlier work this paper cites.
Image2stylegan: How to embed images into the stylegan latent space?
Rameen Abdal, Yipeng Qin, and Peter Wonka · 2019
Earlier work this paper cites.
Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou · 2019
Earlier work this paper cites.
Detecting bias with generative counterfactual face attribute augmentation
Emily Denton, Ben Hutchinson, Margaret Mitchell, and Timnit Gebru · 2019
Earlier work this paper cites.
Ganalyze: Toward visual definitions of cognitive image properties, 2019
Lore Goetschalckx, Alex Andonian, Aude Oliva, and Phillip Isola · 2019
Earlier work this paper cites.
Iterative residual refinement for joint optical flow and occlusion estimation, 2019
Junhwa Hur and Stefan Roth · 2019
Earlier work this paper cites.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Cited alongside, same era.
Densefusion: 6d object pose estimation by iterative dense fusion
Chen Wang, Danfei Xu, Yuke Zhu, Roberto Martín-Martín, Cewu Lu, Li Fei-Fei, and Silvio Savarese · 2019
Cited alongside, same era.
Canet: Class-agnostic segmentation networks with iterative refinement and attentive few-shot learning
Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, and Chunhua Shen · 2019
Cited alongside, same era.
Image2stylegan++: How to edit the embedded images?
Rameen Abdal, Yipeng Qin, and Peter Wonka · 2020
Cited alongside, same era.
Styleflow: Attribute-conditioned exploration of stylegan-generated images using conditional continuous normalizing flows, 2020
Rameen Abdal, Peihao Zhu, Niloy Mitra, and Peter Wonka · 2020
Cited alongside, same era.
Interpreting the latent space of gans for semantic face editing
Yujun Shen, Jinjin Gu, Xiaoou Tang, and Bolei Zhou · 2020
Later among the works it cites.
Closed-form factorization of latent semantics in gans
Yujun Shen and Bolei Zhou · 2020
Later among the works it cites.
Stylerig: Rigging stylegan for 3d control over portrait images
Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, and Christian Theobalt · 2020
Later among the works it cites.
Pie: Portrait image embedding for semantic control, 2020
Ayush Tewari, Mohamed Elgharib, Mallikarjun B R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, and Christian Theobalt · 2020
Later among the works it cites.
Unsupervised discovery of interpretable directions in the gan latent space
Andrey Voynov and Artem Babenko · 2020
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Yunjey Choi, Youngjung Uh, Jaejun Yoo, and Jung-Woo Ha · 2020
Cited alongside, same era.
Editing in style: Uncovering the local semantics of gans
Edo Collins, Raja Bala, Bob Price, and Sabine Susstrunk · 2020
Cited alongside, same era.
Collaborative learning for faster stylegan embedding
Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, and Xiaokang Yang · 2020
Cited alongside, same era.
Ganspace: Discovering interpretable gan controls
Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, and Sylvain Paris · 2020
Cited alongside, same era.
Iterative pose refinement for object pose estimation based on rgbd data
Shao-Kang Huang, Chen-Chien Hsu, Wei-Yen Wang, and Cheng-Hung Lin · 2020
Cited alongside, same era.
Curricularface: adaptive curriculum learning loss for deep face recognition
Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, and Feiyue Huang · 2020
Cited alongside, same era.
On the ”steerability” of generative adversarial networks, 2020
Ali Jahanian, Lucy Chai, and Phillip Isola · 2020
Cited alongside, same era.
Later among the works it cites.
Semantic hierarchy emerges in deep generative representations for scene synthesis, 2020
Ceyuan Yang, Yujun Shen, and Bolei Zhou · 2020
Later among the works it cites.
In-domain gan inversion for real image editing
Jiapeng Zhu, Yujun Shen, Deli Zhao, and Bolei Zhou · 2020
Later among the works it cites.
Improved stylegan embedding: Where are the good latents?, 2020
Peihao Zhu, Rameen Abdal, Yipeng Qin, and Peter Wonka · 2020
Later among the works it cites.
Only a matter of style: Age transformation using a style-based regression model, 2021
Yuval Alaluf, Or Patashnik, and Daniel Cohen-Or · 2021
Closest in time.
stylegan-encoder , 2019
Baylies · 2021
Closest in time.
Using latent space regression to analyze and leverage compositionality in gans
Lucy Chai, Jonas Wulff, and Phillip Isola · 2021
Closest in time.
Styleclip: Text-driven manipulation of stylegan imagery, 2021
Or Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-Or, and Dani Lischinski · 2021
Closest in time.
Encoding in style: a stylegan encoder for image-to-image translation
Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, and Daniel Cohen-Or · 2021
Closest in time.
Designing an encoder for stylegan image manipulation, 2021
Omer Tov, Yuval Alaluf, Yotam Nitzan, Or Patashnik, and Daniel Cohen-Or · 2021
Closest in time.
A geometric analysis of deep generative image models and its applications
Binxu Wang and Carlos R Ponce · 2021
Closest in time.
Gan inversion: A survey, 2021
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, and Ming-Hsuan Yang · 2021
Closest in time.
Generative hierarchical features from synthesizing images
Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, and Bolei Zhou · 2021
Closest in time.