11.14.3.10.4 StyleGAN Image Synthesis, Image Generation

Chapter Contents (Back)
Adversarial Networks. Generative Networks. Synthesis. Image Synthesis. StyleGAN. GAN.
See also Adversarial Networks for Image Synthesis, Image Generation.
See also Style Transfer.

Yang, N.[Nan], Zhou, M.C.[Meng-Chu], Xia, B.J.[Bing-Jie], Guo, X.W.[Xi-Wang], Qi, L.[Liang],
Inversion Based on a Detached Dual-Channel Domain Method for StyleGAN2 Embedding,
SPLetters(28), 2021, pp. 553-557.
IEEE DOI 2104
Semantics, Training, Image reconstruction, Optimization, Image quality, Generative adversarial networks, Deep learning, latent code optimization BibRef

Wei, T.Y.[Tian-Yi], Chen, D.D.[Dong-Dong], Zhou, W.B.[Wen-Bo], Liao, J.[Jing], Zhang, W.M.[Wei-Ming], Yuan, L.[Lu], Hua, G.[Gang], Yu, N.H.[Neng-Hai],
E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion,
IP(31), 2022, pp. 3267-3280.
IEEE DOI 2205
Codes, Generative adversarial networks, Semantics, Optimization, Image reconstruction, Task analysis, Head, StyleGAN inversion, efficiency BibRef

Huang, J.[Jialu], Liao, J.[Jing], Kwong, S.[Sam],
Unsupervised Image-to-Image Translation via Pre-Trained StyleGAN2 Network,
MultMed(24), 2022, pp. 1435-1448.
IEEE DOI 2204
Training, Data models, Training data, Image reconstruction, Task analysis, Superresolution, GAN, machine learning, neural network BibRef

Hang, T.K.[Tian-Kai], Yang, H.[Huan], Liu, B.[Bei], Fu, J.L.[Jian-Long], Geng, X.[Xin], Guo, B.N.[Bai-Ning],
Language-Guided Face Animation by Recurrent StyleGAN-Based Generator,
MultMed(25), 2023, pp. 9216-9227.
IEEE DOI 2312
BibRef

Mao, Q.[Qi], Wang, C.Y.[Chong-Yu], Wang, M.[Meng], Wang, S.Q.[Shi-Qi], Chen, R.J.[Rui-Jie], Jin, L.B.[Li-Biao], Ma, S.W.[Si-Wei],
Scalable Face Image Coding via StyleGAN Prior: Toward Compression for Human-Machine Collaborative Vision,
IP(33), 2024, pp. 408-422.
IEEE DOI 2401
BibRef


Ntavelis, E.[Evangelos], Shahbazi, M.[Mohamad], Kastanis, I.[Iason], Danelljan, M.[Martin], Van Gool, L.J.[Luc J.],
StyleGenes: Discrete and Efficient Latent Distributions for GANs,
WACV24(4065-4074)
IEEE DOI 2404
Codes, Diversity reception, Genomics, DNA, Generative adversarial networks, Vectors, Algorithms, image and video synthesis BibRef

Bhattarai, A.R.[Ananta R.], Nie▀ner, M.[Matthias], Sevastopolsky, A.[Artem],
TriPlaneNet: An Encoder for EG3D Inversion,
WACV24(3043-3053)
IEEE DOI 2404
Training, Convolutional codes, Inverse problems, Rendering (computer graphics), Real-time systems, Algorithms, image and video synthesis BibRef

Song, K.[Kunpeng], Han, L.[Ligong], Liu, B.C.[Bing-Chen], Metaxas, D.N.[Dimitris N.], Elgammal, A.[Ahmed],
StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators,
WACV24(5441-5451)
IEEE DOI 2404
Training, Adaptation models, Visualization, Codes, Computational modeling, Controllability, Algorithms, Vision + language and/or other modalities BibRef

Suwala, A.[Adrian], Wˇjcik, B.[Bartosz], Proszewska, M.[Magdalena], Tabor, J.[Jacek], Spurek, P.[Przemyslaw], Smieja, M.[Marek],
Face Identity-Aware Disentanglement in StyleGAN,
WACV24(5210-5219)
IEEE DOI 2404
Training, Correlation, Self-supervised learning, Motion pictures, Faces, Algorithms, Generative models for image, video, 3D, etc., and algorithms BibRef

Chen, Z.[Zikun], Zhao, H.[Han], Aarabi, P.[Parham], Jiang, R.[Ruowei],
SC2GAN: Rethinking Entanglement by Self-correcting Correlated GAN Space,
OutDistri23(4459-4468)
IEEE DOI 2401
correction GAN/StyleGAN generated images. BibRef

Song, Y.[Yue], Zhang, J.[Jichao], Sebe, N.[Nicu], Wang, W.[Wei],
Householder Projector for Unsupervised Latent Semantics Discovery,
ICCV23(7678-7688)
IEEE DOI Code:
WWW Link. 2401
Extend on StyleGAN. BibRef

Yang, S.[Shuai], Jiang, L.M.[Li-Ming], Liu, Z.W.[Zi-Wei], Loy, C.C.[Chen Change],
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces,
ICCV23(20943-20953)
IEEE DOI Code:
WWW Link. 2401
BibRef

Oorloff, T.[Trevine], Yacoob, Y.[Yaser],
Robust One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2,
ICCV23(20890-20900)
IEEE DOI Code:
WWW Link. 2401
BibRef

Sevastopolsky, A.[Artem], Malkov, Y.[Yury], Durasov, N.[Nikita], Verdoliva, L.[Luisa], Nie▀ner, M.[Matthias],
How to Boost Face Recognition with StyleGAN?,
ICCV23(20867-20877)
IEEE DOI Code:
WWW Link. 2401
BibRef

Xiong, Z.Y.[Zhang-Yang], Kang, D.[Di], Jin, D.[Derong], Chen, W.[Weikai], Bao, L.C.[Lin-Chao], Cui, S.G.[Shu-Guang], Han, X.G.[Xiao-Guang],
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors,
ICCV23(9253-9263)
IEEE DOI 2401
BibRef

Song, S.[Shuang], Liang, Y.B.[Yuan-Bang], Wu, J.[Jing], Lai, Y.K.[Yu-Kun], Qin, Y.P.[Yi-Peng],
Feature Proliferation: the 'Cancer' in StyleGAN and its Treatments,
ICCV23(2360-2370)
IEEE DOI Code:
WWW Link. 2401
BibRef

Alanov, A.[Aibek], Titov, V.[Vadim], Nakhodnov, M.[Maksim], Vetrov, D.[Dmitry],
StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation,
ICCV23(2184-2194)
IEEE DOI Code:
WWW Link. 2401
BibRef

Yarahmadi, A.M.[Ashkan Mansouri], Breu▀, M.[Michael], Mohammadi, M.K.[Mohsen Khan],
Explaining StyleGAN Synthesized Swimmer Images in Low-dimensional Space,
CAIP23(I:164-173).
Springer DOI 2312
BibRef

Liu, H.Y.[Hong-Yu], Song, Y.B.[Yi-Bing], Chen, Q.F.[Qi-Feng],
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint,
CVPR23(10072-10082)
IEEE DOI 2309
BibRef

Rangwani, H.[Harsh], Bansal, L.[Lavish], Sharma, K.[Kartik], Karmali, T.[Tejan], Jampani, V.[Varun], Babu, R.V.[R. Venkatesh],
NoisyTwins: Class-Consistent and Diverse Image Generation Through StyleGANs,
CVPR23(5987-5996)
IEEE DOI 2309
BibRef

Pehlivan, H.[Hamza], Dalva, Y.[Yusuf], Dundar, A.[Aysegul],
StyleRes: Transforming the Residuals for Real Image Editing with StyleGAN,
CVPR23(1828-1837)
IEEE DOI 2309
BibRef

Jia, H.L.[Hao-Lin], Wang, Q.F.[Qi-Fei], Tov, O.[Omer], Zhao, Y.[Yang], Deng, F.[Fei], Wang, L.[Lu], Chang, C.L.[Chuo-Ling], Hou, T.B.[Ting-Bo], Grundmann, M.[Matthias],
BlazeStyleGAN: A Real-Time On-Device StyleGAN,
ECV23(4690-4694)
IEEE DOI 2309
BibRef

Poirier-Ginter, Y.[Yohan], Lalonde, J.F.[Jean-Franšois],
Robust Unsupervised StyleGAN Image Restoration,
CVPR23(22292-22301)
IEEE DOI 2309
BibRef

Karmali, T.[Tejan], Parihar, R.[Rishubh], Agrawal, S.[Susmit], Rangwani, H.[Harsh], Jampani, V.[Varun], Singh, M.[Maneesh], Babu, R.V.[R. Venkatesh],
Hierarchical Semantic Regularization of Latent Spaces in StyleGANs,
ECCV22(XV:443-459).
Springer DOI 2211
BibRef

Xu, G.D.[Guo-Dong], Hou, Y.N.[Yue-Nan], Liu, Z.W.[Zi-Wei], Loy, C.C.[Chen Change],
Mind the Gap in Distilling StyleGANs,
ECCV22(XXXIII:423-439).
Springer DOI 2211
BibRef

Shukor, M.[Mustafa], Yao, X.[Xu], Damodaran, B.B.[Bharath Bushan], Hellier, P.[Pierre],
Semantic Unfolding of StyleGAN Latent Space,
ICIP22(221-225)
IEEE DOI 2211
Fault diagnosis, Codes, Image resolution, Semantics, Generative adversarial networks, Facial features, Faces, Disentanglement BibRef

Skorokhodov, I.[Ivan], Tulyakov, S.[Sergey], Elhoseiny, M.[Mohamed],
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2,
CVPR22(3616-3626)
IEEE DOI 2210
Training, Image quality, Measurement, Image resolution, Solids, Generators, Pattern recognition, Image and video synthesis and generation BibRef

Abdal, R.[Rameen], Zhu, P.H.[Pei-Hao], Mitra, N.J.[Niloy J.], Wonka, P.[Peter],
Labels4Free: Unsupervised Segmentation using StyleGAN,
ICCV21(13950-13959)
IEEE DOI 2203
Training, Image segmentation, Lighting, Generators, Data mining, Image and video synthesis, Faces, grouping and shape BibRef

Alaluf, Y.[Yuval], Patashnik, O.[Or], Cohen-Or, D.[Daniel],
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement,
ICCV21(6691-6700)
IEEE DOI 2203
Training, Codes, Image synthesis, Semantics, Generative adversarial networks, Robustness, Iterative methods, Vision applications and systems BibRef

Han, L.[Ligong], Musunuri, S.H.[Sri Harsha], Min, M.R.Q.[Martin Ren-Qiang], Gao, R.J.[Rui-Jiang], Tian, Y.[Yu], Metaxas, D.N.[Dimitris N.],
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders,
WACV22(955-964)
IEEE DOI 2202
Training, Codes, Image synthesis, Generators, Image reconstruction, Image and Video Synthesis BibRef

Tan, W.[Way], Wen, B.[Bihan], Chen, C.[Cen], Zeng, Z.[Zeng], Yang, X.[Xulei],
Systematic Analysis of Circular Artifacts for StyleGAN,
ICIP21(3902-3906)
IEEE DOI 2201
Image quality, Systematics, Image processing, Faces, Image Synthesis, Circular Artifacts, High-resolution and Hyper-realistic, StyleGAN BibRef

Wu, Z.Z.[Zong-Ze], Lischinski, D.[Dani], Shechtman, E.[Eli],
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation,
CVPR21(12858-12867)
IEEE DOI 2111
Measurement, Visualization, Analytical models, Image synthesis, Aerospace electronics BibRef

Xu, Y.M.[You-Min], Zhang, J.[Jian],
Expressive and Compressive GAN Inversion Network,
ICIP21(3742-3746)
IEEE DOI 2201
StyleGAN. Compress, restore, and edit the attributes of real-world images. Image coding, Image synthesis, Semantics, Transforms, Benchmark testing, Generative adversarial networks, GAN Dissection BibRef

Richardson, E.[Elad], Alaluf, Y.[Yuval], Patashnik, O.[Or], Nitzan, Y.[Yotam], Azar, Y.[Yaniv], Shapiro, S.[Stav], Cohen-Or, D.[Daniel],
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation,
CVPR21(2287-2296)
IEEE DOI 2111
Training, Image coding, Generators, Pattern recognition, Decoding BibRef

Loppi, N.A.[Niki A.], Kynkńńnniemi, T.[Tuomas],
Multi-node Training for StyleGAN2,
CADL20(677-684).
Springer DOI 2103
Tensorflow-based Generative Adversarial Network BibRef

Karras, T., Laine, S., Aittala, M., Hellsten, J., Lehtinen, J., Aila, T.,
Analyzing and Improving the Image Quality of StyleGAN,
CVPR20(8107-8116)
IEEE DOI 2008
Generators, Training, Image resolution, Modulation, Convolution, Measurement, Standards BibRef

Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Image to Image Translation .


Last update:May 6, 2024 at 15:50:14