Bibliography:

  1. ​ ‘StyleGAN’ tag

  2. ​ Making Anime Faces With StyleGAN

  3. ​ ThisWaifuDoesNotExist.net

  4. ​ This Waifu Does Not Exist

  5. ​ Generating Diverse and Reliable Features for Few-Shot Learning

  6. ​ Optimal transport-based unsupervised semantic disentanglement: A novel approach for efficient image editing in GANs

  7. ​ Controllable Feature-Preserving Style Transfer

  8. ​ One-for-All: Towards Universal Domain Translation with a Single StyleGAN

  9. ​ High-Quality Synthetic Character Image Extraction via Distortion Recognition

  10. ​ Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation

  11. ​ Generalizable Synthetic Image Detection via Language-guided Contrastive Learning

  12. ​ Parsing-Conditioned Anime Translation: A New Dataset and Method

  13. ​ KD-DLGAN: Data Limited Image Generation via Knowledge Distillation

  14. ​ FEditNet: few-shot editing of latent semantics in GAN spaces

  15. ​ DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings

  16. ​ HRInversion: High-Resolution GAN Inversion for Cross-Domain Image Synthesis

  17. ​ Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN

  18. ​ We-toon: A Communication Support System between Writers and Artists in Collaborative Webtoon Sketch Revision

  19. ​ VToonify: Controllable High-Resolution Portrait Video Style Transfer

  20. ​ Generalizing Factorization of GANs by Characterizing Convolutional Layers

  21. ​ Controlling StyleGANs using rough scribbles via one-shot learning

  22. ​ MontageGAN: Generation and Assembly of Multiple Components by GANs

  23. ​ Cross-Domain Style Mixing for Face Cartoonization

  24. ​ Pastiche Master (DualStyleGAN): Exemplar-Based High-Resolution Portrait Style Transfer

  25. ​ DualStyleGAN: Official PyTorch Implementation for "Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer"

  26. ​ Self-Distilled StyleGAN: Towards Generation from Internet Photos

  27. ​ Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling

  28. ​ Fine-Grained Control of Artistic Styles in Image Generation

  29. ​ DP-LaSE: Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations

  30. ​ AdvStyle: Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes

  31. ​ MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains

  32. ​ Cross-Domain and Disentangled Face Manipulation with 3D Guidance

  33. ​ Few-shot Semantic Image Synthesis Using StyleGAN Prior

  34. ​ Scoring images from TADNE with CLIP

  35. ​ This Anime Does Not Exist.ai (TADNE)

  36. ​ Data Instance Prior for Transfer Learning in GANs

  37. ​ End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks

  38. ​ Unsupervised Image-to-Image Translation via Pre-trained StyleGAN-2 Network

  39. ​ Toonify: Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains

  40. ​ StyleGAN network blending

  41. ​ Closed-Form Factorization of Latent Semantics in GANs

  42. ​ This Pony Does Not Exist

  43. ​ This Fursona Does Not Exist—Fursona Editor (Tensorflow Version)

  44. ​ The Internet Furry Drama Raising Big Questions About Artificial Intelligence

  45. ​ Anime Crop Datasets: Faces, Figures, & Hands

  46. ​ This Fursona Does Not Exist

  47. ​ Talking Head Anime from a Single Image

  48. ​ Artbreeder

  49. ​ Waifu Labs

  50. ​ How we built the Waifu Vending Machine

  51. ​ These Waifus Do Not Exist [Video]

  52. ​ 美少女イラスト風に自動生成された「俺の嫁」画像をズラッと大量に並べて見せてくれる「These Waifus Do Not Exist」

  53. ​ e96647f8eae01b532791cd0d9fb9e280bd7975e3.html

  54. ​ Spatially Controllable Image Synthesis with Internal Representation Collaging

  55. ​ Style2Paints GitHub repository

  56. ​ StyleGAN-2 512px Trained on Danbooru2019

  57. ​ StyleGAN Anime Sliders: This Notebook Demonstrate How to Learn and Extract Controllable Directions from ThisAnimeDoesNotExist. This Takes a Pretrained StyleGAN and Uses DeepDanbooru to Extract Various Labels from a Number of Samples. It Then Uses Those Labels to Learn Various Attributes Which Are Controllable With Sliders

  58. ​ These Waifus Do Not Exist

  59. ​ These Waifus Do Not Exist 2.0

  60. ​ Scaling up StyleGAN-2

  61. ​ Update: the XXXL Model (250M Parameters, Doubled Latent Size)

  62. ​ This Anime Does Not Exist [Blog]

  63. ​ Animating GAnime With StyleGAN: Part 1—Introducing a Tool for Interacting With Generative Models

  64. ​ FGO StyleGAN: This Heroic Spirit Doesn’t Exist

  65. ​ c1dd2071b06d259a6316ac6563d7ecfaf319a972.html

  66. ​ [P] StyleGAN on Anime Faces

  67. ​ 8b05942f0f814f7dc5b10856d709c6eff41a22bc.html

  68. ​ Генерация Аниме С Помощью Нейросети StyleGAN

  69. ​ This Anime Does Not Exist [Video]

  70. ​ Played around With @gwern’s TWDNEv2 Model to Generate Images of Hayasaka Ai! This Is After ~9 Hours of Training (n = 300+). Stopped Working on It After a Bit, so a Bunch of Potential Improvements. More Thoughts Here: https://github.com/ZKTKZ/thdne/bl

  71. ​ This Is Great! Now That the Model Can Be Used in PyTorch, I'Ve Starting Playing With @AydaoAI's Anime StyleGAN Directly Guided by CLIP. Starting Slow by Searching for Asuka by Name in the Latent Space.

  72. ​ Some Heavily Cherrypicked Samples from Transfer Learning Using @AydaoAI’s Enhanced StyleGAN-2 Anime Model After 2 Days.

  73. ​ Here Are 120K 𝑤 Samples from @AydaoAI’s Large Anime Model (aka TADNE) Clustered into a Set of 256 Centroids. 𝘸𝘢𝘵𝘤𝘩 𝘪𝘵 𝘴𝘩𝘪𝘯𝘦

  74. ​ design#future-tag-features

    [Transclude the forward-link's context]

  75. ​ 2022-05-15-bowserbot2-stylegan2-danbooru2021hentai-fswnnolxsam2t9n.jpg

  76. ​ 2022-05-15-bowserbot2-stylegan2-danbooru2021hentai-fswofkzxsaatbco.jpg

  77. ​ 2022-02-22-andy8744-stylegan2-animefaces-transferlearningtogenshinimpactganyu-2x2randomsamples.png

  78. ​ 2022-02-13-andy8744-stylegan2-animefaces-transferlearningtorezerocharacterrem-4randomsamples.png

  79. ​ 2021-01-20-nagolinc-tadne-clipbasedgeneration-agirlwithapinkhat.png

  80. ​ 2021-01-20-tadne-interpolation-4x-random_grid_231231.mp4

  81. ​ 2021-01-19-gwern-stylegan2ext-danbooru2019-3x10montage-0.png

  82. ​ 2021-01-19-gwern-stylegan2ext-danbooru2019-3x10montage-1.png

  83. ​ 2021-01-19-gwern-stylegan2ext-danbooru2019-3x10montage-2.png

  84. ​ 2021-01-19-gwern-stylegan2ext-danbooru2019-3x10montage-3.png

  85. ​ 2021-01-18-tadne-interpolation-1x-aydao_random_grid_99999.mp4

  86. ​ 2021-01-18-tadne-interpolation-1x-random_grid_999999_notruncation.mp4

  87. ​ 2021-01-18-tadne-interpolation-4x-random_grid_1524299.mp4

  88. ​ 2021-01-18-tadne-interpolation-4x-random_grid_77777.mp4

  89. ​ 2021-01-18-tadne-interpolation-4x-random_grid_77778.mp4

  90. ​ 2021-01-18-tadne-interpolation-9x-random_grid_9876_3.mp4

  91. ​ 2021-01-gwern-tadne-randomsample.jpg

  92. ​ 2020-12-30-shipblazer420-stylegan-rezeroemilia-interpolations.mp4

  93. ​ 2020-08-25-arfafax-stylegan2-networkblending-mlpanime.jpg

  94. ​ 2020-07-09-arfafax-tpdne-10ponies.jpg

  95. ​ 2020-06-30-shawnpresser-stylegan-ffhq-imagepyramid.jpg

  96. ​ 2020-05-22-caji9-deviantart-stylegan-ahegao.png

  97. ​ 2020-05-21-arfafax-ganfurryeditingusingganspace.mp4

  98. ​ 2020-05-06-stylegan2-arfafax-tfdne-9xgrid.png

  99. ​ 2020-02-08-3d_dlw-stylegan2-warshipgirls-lexington.png

  100. ​ 2020-01-22-gwern-tadne-screenshot.png

  101. ​ 2020-01-19-ganso-stylegan2-arknights-ptilopsis-interpolation.mp4

  102. ​ 2020-01-19-ganso-stylegan2-arknights-ptilopsis-samples.jpg

  103. ​ 2020-01-11-stylegan2-skylion-animeportraits-24303.png

  104. ​ 2020-01-04-justin-stylegan-transferlearning-ukiyoe.jpg

  105. ​ 2020-snowyhalcy-stylegan-animefaceediting-brightness.png

  106. ​ 2019-12-24-stylegan-2-trainingsamples.jpg

  107. ​ 2019-11-14-gwern-artbreeder-portraitstylegan-popular.jpg

  108. ​ 2019-05-06-gwern-stylegan-malefaces-interpolation-4x4.mp4

  109. ​ 2019-05-03-gwern-stylegan-malefaces-trainingsamples.png

  110. ​ 2019-04-30-gwern-stylegan-portrait-trainingsamples-66083.jpg

  111. ​ 2019-04-30-gwern-stylegan-portraits-interpolation-4x4.mp4

  112. ​ 2019-03-23-gwern-stylegan-danbooru2018transfer.mp4

  113. ​ 2019-03-23-gwern-stylegan-portrait-trainingsamples-033319.jpg

  114. ​ 2019-03-22-gwern-stylegan-ffhqdanbooru-figure03-stylemixing.jpg

  115. ​ 2019-03-22-gwern-stylegan-ffhqdanbooru-figure08-truncationtrick.jpg

  116. ​ 2019-03-22-gwern-stylegan-ffhqdanbooru-intermediatesamples-4x4.jpg

  117. ​ 2019-03-22-stylegan-danbooru2018-nshepperd-trainingmontage.mp4

  118. ​ 2019-03-22-stylegan-danbooru2018-nshepperd-trainingsample-014204.jpg

  119. ​ 2019-03-20-gwern-stylegan-asukatransfer.mp4

  120. ​ 2019-03-20-gwern-stylegan-holo-interpolation.mp4

  121. ​ 2019-03-19-gwern-stylegan-imagequilt-allstyleganexamples.jpg

  122. ​ 2019-03-17-gwern-stylegan-animeface-figure02-randomsamples.jpg

  123. ​ 2019-03-17-gwern-stylegan-animeface-figure03-stylemixing.jpg

  124. ​ 2019-03-17-gwern-stylegan-animeface-figure08-truncationtrick.jpg

  125. ​ 2019-03-17-gwern-stylegan-animeface-interpolation-circular.mp4

  126. ​ 2019-03-17-gwern-stylegan-animeface-interpolation-coarse.mp4

  127. ​ 2019-03-17-gwern-stylegan-animeface-interpolation-fine.mp4

  128. ​ 2019-03-16-gwern-stylegan-facestraining.mp4

  129. ​ 2019-03-15-gwern-stylegan-faces-interpolation.mp4

  130. ​ 2019-03-13-skylion-wholebody-randomsamples.jpg

  131. ​ 2019-03-13-skylion-wholebody-styletransfers.jpg

  132. ​ 2019-03-12-gwern-stylegan-portrait-realsamples.jpg

  133. ​ 2019-03-02-snowyhalcy-stylegan-animefaces-tlgan-interactivewaifumodification.mp4

  134. ​ 2019-03-01-gwern-stylegan-twdne-64bestsamples.jpg

  135. ​ 2019-03-01-stylegan-twdne-cryptidface.jpg

  136. ​ 2019-02-27-sunk-stylegan-misakikurehitotransfer-4x4.mp4

  137. ​ 2019-02-27-synced-fromfacestokittiestoapartments.html

  138. ​ 2019-02-23-gwern-stylegan-thesewaifusdonotexist-infinitescroll.mp4

  139. ​ 2019-02-23-gwern-stylegan-thiswaifudoesnotexist-slideshow.mp4

  140. ​ 2019-02-23-gwern-thiswaifudoesnotexist-bandwidth.png

  141. ​ 2019-02-23-gwern-thiswaifudoesnotexist-webtraffic.jpg

  142. ​ 2019-02-22-gwern-stylegan-ffhqdanbooru-interpolation-4x4.mp4

  143. ​ 2019-02-21-gwern-stylegan-asukatransfer-interpolation.mp4

  144. ​ 2019-02-20-stylegan-thesewaifudonotexist-dazangyouxing-desktop.jpg

  145. ​ 2019-02-19-gwern-stylegan-faces-trainingloss-convergence.png

  146. ​ 2019-02-16-gwern-stylegan-ffhqdanbooru-trainingsample.jpg

  147. ​ 2019-02-15-gwern-ffhqonly-interpolation-4x4.mp4

  148. ​ 2019-02-15-gwern-stylegan-animefaces-ffhqtransfer-converged.jpg

  149. ​ 2019-02-15-gwern-stylegan-animefaces-ffhqtransfer.jpg

  150. ​ 2019-02-14-endingcredits-stylegan-louisetransfer-interpolation-4x4.mp4

  151. ​ 2019-02-14-endingcredits-stylegan-sabertransfer-interpolation-4x4.mp4

  152. ​ 2019-02-14-endingcredits-stylegan-zuihoutransfer-interpolation-1x.mp4

  153. ​ 2019-02-14-endingcredits-stylegan-zuihoutransfer-interpolation-4x4.mp4

  154. ​ 2019-02-14-endingcredits-stylegan-zuihoutransfer.jpg

  155. ​ 2019-02-13-twitter-_ryobot-styleganelonmusklike.jpg

  156. ​ 2019-02-11-gwern-stylegan-danbooru2017faces-interpolation.mp4

  157. ​ 2019-02-10-gwern-stylegan-animefaces-1dayvs6daystraining.jpg

  158. ​ 2019-02-10-gwern-stylegan-asukatransfer-handselected-64samples.jpg

  159. ​ 2019-02-10-gwern-stylegan-holotransfer-handselected-64samples.jpg

  160. ​ 2019-02-10-gwern-stylegan-holotransfer-trainingmontage.mp4

  161. ​ 2019-02-07-gwern-stylegan-animefaces-interpolationreactionface.jpg

  162. ​ 2019-aydao-stylegan-transferlearning-westernportraitfaces-1.png

  163. ​ 2019-aydao-stylegan-transferlearning-westernportraitfaces-2.png

  164. ​ 2018-zhang-style2paints-colorizationexample-hana.jpg

  165. ​ thiswaifudoesnotexist.png

  166. ​ tadne-l4rz-kmeans-k256-n120k-centroidsamples.jpg

  167. ​ gwern-thiswaifudoesnotexist-v3-100samples.jpg

  168. ​ gwern-thiswaifudoesnotexist-colorinversion.jpg

  169. ​ gwern-thiswaifudoesnotexist-283.png

  170. ​ gwern-thiswaifudoesnotexist-100samples.jpg

  171. ​ gwern-tadne-psitruncation-example-blondeschoolgirl.png

  172. ​ gwern-stylegan-asuka-face-sample.png

  173. ​ arfafax-conditionalstylegan-animefaces-interpolation-redeyesblondehair2greeneyesbluehair.mp4

  174. ​ arfafax-conditionalstylegan-animefaces-hirasawayui.png

  175. ​ arfafax-conditionalstylegan-animefaces-blueeyeswhitehair.png

  176. ​ arfafax-conditionalstylegan-animefaces-blueeyesblondehair.png

  177. ​ https://openaccess.thecvf.com/content/CVPR2023/supplemental/Cui_KD-DLGAN_Data_Limited_CVPR_2023_supplemental.pdf

  178. ​ 654cb3f30cf6347322dd28c9c5c50165bde11402.pdf

  179. ​ https://x.com/kurumuz/status/1367916237540515844

  180. ​ https://x.com/mathbbN/status/1497844587557122048

  181. ​ Optimal transport-based unsupervised semantic disentanglement: A novel approach for efficient image editing in GANs

  182. ​ %252Fdoc%252Fai%252Fanime%252Fdanbooru%252F2023-liu-4.pdf.html

  183. ​ Controllable Feature-Preserving Style Transfer

  184. ​ %252Fdoc%252Fai%252Fanime%252Fdanbooru%252F2023-chen.pdf.html

  185. ​ We-toon: A Communication Support System between Writers and Artists in Collaborative Webtoon Sketch Revision

  186. ​ %252Fdoc%252Fai%252Fnn%252Fgan%252Fstylegan%252Fanime%252F2022-ko-2.pdf.html

  187. ​ VToonify: Controllable High-Resolution Portrait Video Style Transfer

  188. ​ https%253A%252F%252Farxiv.org%252Fabs%252F2209.11224.html

  189. ​ Generalizing Factorization of GANs by Characterizing Convolutional Layers

  190. ​ %252Fdoc%252Fai%252Fnn%252Fgan%252Fbiggan%252F2022-wang-2.pdf.html

  191. ​ DualStyleGAN: Official PyTorch Implementation for "Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer"

  192. ​ https%253A%252F%252Fgithub.com%252Fwilliamyang1991%252FDualStyleGAN.html

  193. ​ Self-Distilled StyleGAN: Towards Generation from Internet Photos

  194. ​ https%253A%252F%252Farxiv.org%252Fabs%252F2202.12211%2523google.html

  195. ​ MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains

  196. ​ https%253A%252F%252Farxiv.org%252Fabs%252F2104.13742.html

  197. ​ Scoring images from TADNE with CLIP

  198. ​ https%253A%252F%252Fgithub.com%252Fnagolinc%252Fnotebooks%252Fblob%252Fmain%252FTADNE_and_CLIP.ipynb.html

  199. ​ This Anime Does Not Exist.ai (TADNE)

  200. ​ https://x.com/theshawwn

  201. ​ Gwern.net Homepage

    [Transclude the forward-link's context]

  202. ​ https%253A%252F%252Fthisanimedoesnotexist.ai%252F.html

  203. ​ StyleGAN network blending

  204. ​ https%253A%252F%252Fwww.justinpinkney.com%252Fblog%252F2020%252Fstylegan-network-blending%252F.html

  205. ​ This Pony Does Not Exist

  206. ​ https://x.com/arfafax

  207. ​ https%253A%252F%252Fthisponydoesnotexist.net%252F.html

  208. ​ This Fursona Does Not Exist—Fursona Editor (Tensorflow Version)

  209. ​ https://x.com/arfafax

  210. ​ https%253A%252F%252Fcolab.research.google.com%252Fdrive%252F1O5XbpMRU9i83mLAiTrMufCqmImgTRI7A.html

  211. ​ Anime Crop Datasets: Faces, Figures, & Hands

  212. ​ Gwern.net Homepage

    [Transclude the forward-link's context]

  213. ​ https://x.com/arfafax

  214. ​ https://x.com/theshawwn

  215. ​ %252Fcrop.html

  216. ​ This Fursona Does Not Exist

  217. ​ https://x.com/arfafax

  218. ​ https%253A%252F%252Fwww.thisfursonadoesnotexist.com%252F.html

  219. ​ Artbreeder

  220. ​ https%253A%252F%252Fwww.artbreeder.com%252F.html

  221. ​ Waifu Labs

  222. ​ https%253A%252F%252Fwaifulabs.com%252F.html

  223. Wikipedia Bibliography:

    1. ​ Michal Irani

    2. ​ Joel Simon