- See Also
-
Links
- “FEditNet: Few-shot Editing of Latent Semantics in GAN Spaces”, Et Al 2023
- “StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis”, Et Al 2023
- “A Novel Model Watermarking for Protecting Generative Adversarial Network”, Et Al 2023
- “DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings”, Et Al 2023
- “HRInversion: High-Resolution GAN Inversion for Cross-Domain Image Synthesis”, Et Al 2022b
- “Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN”, Et Al 2022
- “We-toon: A Communication Support System between Writers and Artists in Collaborative Webtoon Sketch Revision”, Et Al 2022
- “Brain2GAN: Reconstructing Perceived Faces from the Primate Brain via StyleGAN3”, 2022
- “VToonify: Controllable High-Resolution Portrait Video Style Transfer”, Et Al 2022
- “Fast Text2StyleGAN: Text-Free Learning of a Natural Language Interface for Pretrained Face Generators”, Et Al 2022
- “Generator Knows What Discriminator Should Learn in Unconditional GANs”, Et Al 2022
- “CelebV-HQ: A Large-Scale Video Facial Attributes Dataset”, Et Al 2022
- “InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images”, Et Al 2022
- “Generalizing Factorization of GANs by Characterizing Convolutional Layers”, Et Al 2022
- “Controlling StyleGANs Using Rough Scribbles via One-shot Learning”, 2022
- “BigVGAN: A Universal Neural Vocoder With Large-Scale Training”, Et Al 2022
- “Diffusion-GAN: Training GANs With Diffusion”, Et Al 2022
- “MontageGAN: Generation and Assembly of Multiple Components by GANs”, 2022
- “Cross-Domain Style Mixing for Face Cartoonization”, Et Al 2022
- “StyleGAN-Human: A Data-Centric Odyssey of Human Generation”, Et Al 2022
- “Pastiche Master (DualStyleGAN): Exemplar-Based High-Resolution Portrait Style Transfer”, Et Al 2022
- “DualStyleGAN: Official PyTorch Implementation For”Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer”“, Et Al 2022
- “Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values”, Et Al 2022
- “State-of-the-Art in the Architecture, Methods and Applications of StyleGAN”, Et Al 2022
- “Self-Distilled StyleGAN: Towards Generation from Internet Photos”, Et Al 2022
- “AI-synthesized Faces Are Indistinguishable from Real Faces and More Trustworthy”, 2022
- “StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets”, Et Al 2022
- “Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling”, Et Al 2022
- “StyleGAN-V: A Continuous Video Generator With the Price, Image Quality and Perks of StyleGAN2”, Et Al 2021
- “Efficient Geometry-Aware 3D Generative Adversarial Networks”, Et Al 2021
- “CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions”, Et Al 2021
- “HyperStyle: StyleGAN Inversion With HyperNetworks for Real Image Editing”, Et Al 2021
- “LAFITE: Towards Language-Free Training for Text-to-Image Generation”, Et Al 2021
- “Improving Visual Quality of Image Synthesis by A Token-based Generator With Transformers”, Et Al 2021
- “StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis”, Et Al 2021
- “StyleAlign: Analysis and Applications of Aligned StyleGAN Models”, Et Al 2021
- “Fine-Grained Control of Artistic Styles in Image Generation”, Et Al 2021
- “Pose With Style: Detail-Preserving Pose-Guided Image Synthesis With Conditional StyleGAN”, Et Al 2021
- “DP-LaSE: Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations”, Et Al 2021
- “Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset—Addressing the Noise-Latent Trade-Off”, 2021
- “LARGE: Latent-Based Regression through GAN Semantics”, Et Al 2021
- “Alias-Free Generative Adversarial Networks”, Et Al 2021
- “AdvStyle: Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes”, Et Al 2021
- “Lazy, a Tool for Running Things in Idle Time”, Nshepperd 2021
- “Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing”, Et Al 2021
- “MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains”, Et Al 2021
- “Explaining in Style: Training a GAN to Explain a Classifier in StyleSpace”, Et Al 2021
- “Cross-Domain and Disentangled Face Manipulation With 3D Guidance”, Et Al 2021
- “DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort”, Et Al 2021
- “CómicGAN: Generación De Ilustraciones Con Redes GAN De Crecimiento Progresivo”, 2021
- “Labels4Free: Unsupervised Segmentation Using StyleGAN”, Et Al 2021
- “Few-shot Semantic Image Synthesis Using StyleGAN Prior”, 2021
- “Repurposing GANs for One-shot Semantic Part Segmentation”, Et Al 2021
- “Generative Adversarial Transformers”, 2021
- “Brain-computer Interface for Generating Personally Attractive Images”, Et Al 2021
- “Generating Images from Caption and vice Versa via CLIP-Guided Generative Latent Space Search”, Et Al 2021
- “Scoring Images from TADNE With CLIP”, Nagolinc 2021
- “This Anime Does Not Exist.ai (TADNE)”, Et Al 2021
- “Data Instance Prior for Transfer Learning in GANs”, Et Al 2020
- “End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks”, 2020
- “Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network”, Et Al 2020
- “Toonify: Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains”, 2020
- “Not-so-BigGAN: Generating High-Fidelity Images on Small Compute With Wavelet-based Super-Resolution”, Et Al 2020
- “StyleGAN Network Blending”, 2020
- “Rewriting a Deep Generative Model”, Et Al 2020
- “Closed-Form Factorization of Latent Semantics in GANs”, 2020
- “This Pony Does Not Exist”, 2020
- “Differentiable Augmentation for Data-Efficient GAN Training”, Et Al 2020
- “StyleGAN2-ADA: Training Generative Adversarial Networks With Limited Data”, Et Al 2020
- “On Data Augmentation for GAN Training”, Et Al 2020
- “Image Augmentations for GAN Training”, Et Al 2020
- “This Fursona Does Not Exist—Fursona Editor (Tensorflow Version)”, 2020
- “The Internet Furry Drama Raising Big Questions About Artificial Intelligence”, 2020
- “Anime Crop Datasets: Faces, Figures, & Hands”, Et Al 2020
- “This Fursona Does Not Exist”, 2020
- “Ambigrammatic Figures: 55 Grotesque Ambigrams”, 2020
- “Mapdreamer - AI Cartography”
- “Practical Aspects of StyleGAN2 Training”, L4rz 2020
- “Evolving Normalization-Activation Layers”, Et Al 2020
- “GANSpace: Discovering Interpretable GAN Controls”, Et Al 2020
- “Top-K Training of GANs: Improving GAN Performance by Throwing Away Bad Samples”, Et Al 2020
- “Unsupervised Discovery of Interpretable Directions in the GAN Latent Space”, 2020
- “Analyzing and Improving the Image Quality of StyleGAN”, Et Al 2019
- “Detecting GAN Generated Errors”, Et Al 2019
- “Talking Head Anime from a Single Image”, 2019
- “Stabilizing Generative Adversarial Networks: A Survey”, Et Al 2019
- “Artbreeder”, 2019
- “Interpreting the Latent Space of GANs for Semantic Face Editing”, Et Al 2019
- “How We Built the Waifu Vending Machine”, 2019
- “Waifu Labs”, 2019
- “On The”Steerability” of Generative Adversarial Networks”, Et Al 2019
- “Style Generator Inversion for Image Enhancement and Animation”, 2019
- “NoGAN: Decrappification, DeOldification, and Super Resolution”, Et Al 2019
- “Improved Precision and Recall Metric for Assessing Generative Models”, Et Al 2019
- “Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?”, Et Al 2019
- “The Machine As Author”, 2019
- “MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks”, 2019
- “ThisWaifuDoesNotExist.net”, 2019
- “This Waifu Does Not Exist”, 2019
- “This Person Does Not Exist”, 2019
- “Anime Neural Net Graveyard”, 2019
- “Making Anime Faces With StyleGAN”, 2019
- “FIGR: Few-shot Image Generation With Reptile”, 2019
- “A Style-Based Generator Architecture for Generative Adversarial Networks”, Et Al 2018
- “Spatially Controllable Image Synthesis With Internal Representation Collaging”, Et Al 2018
- “Discriminator Rejection Sampling”, Et Al 2018
- “On Self Modulation for Generative Adversarial Networks”, Et Al 2018
- “Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow”, Et Al 2018
- “ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks”, Et Al 2018
- “Cartoon Set”, Et Al 2018
- “Style2Paints GitHub Repository”, Et Al 2018
- “Inverting The Generator Of A Generative Adversarial Network (II)”, 2018
- “Progressive Growing of GANs for Improved Quality, Stability, and Variation”, Et Al 2017
- “StackGAN++: Realistic Image Synthesis With Stacked Generative Adversarial Networks”, Et Al 2017
- “Towards the Automatic Anime Characters Creation With Generative Adversarial Networks”, Et Al 2017
- “Megapixel Size Image Creation Using Generative Adversarial Networks”, 2017
- “AdaIN: Arbitrary Style Transfer in Real-time With Adaptive Instance Normalization”, 2017
- “StackGAN: Text to Photo-realistic Image Synthesis With Stacked Generative Adversarial Networks”, Et Al 2016
-
“
Illustration2Vec: a Semantic Vector Representation of Illustrations”, 2015 - “Large-scale CelebFaces Attributes (CelebA) Dataset”, Liu & Al 2015
- “Ukiyo-e Search”, 2013
- “A Machine Learning Font”
- “GAN Explorations 011: StyleGAN2 + Stochastic Weight Averaging”
- “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”
- “Generating New Watch Designs With StyleGAN”
- “Scaling up StyleGAN2”
- “Update: the XXXL Model (250M Parameters, Doubled Latent Size)”
- “This President Does Not Exist: Generating Artistic Portraits of Donald Trump Using StyleGAN Transfer Learning: Theory and Implementation in Tensorflow”
- “Network-snapshot-057891.pkl”
- “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.”
- “Some Heavily Cherrypicked Samples from Transfer Learning Using @AydaoAI’s Enhanced StyleGAN2 Anime Model After 2 Days.”
- “Here’s a Link to My Colab If You’d like to Give It a Go Yourself. This Codebase Builds off of Previous Work from Many People including @advadnoun @RiversHaveWings @NerdyRodent as well as ClipDraw from @kvfrans @crosslabstokyo @err_more and @okw”
- “[P] StyleGAN on Anime Faces”
- “Removing Blob Artifact from StyleGAN Generations without Retraining. Inspired by StyleGAN2”
- “I Trained a StyleGAN on Images of Butterflies from the Natural History Museum in London.”
- “TensorFlow Research Cloud (TRC): Accelerate Your Cutting-edge Machine Learning Research With Free Cloud TPUs”, TRC 2023
- “StyleGAN for Evil: Trypophobia and Clockwork Oranging”
- “Animating GAnime With StyleGAN: Part 1 - Introducing a Tool for Interacting With Generative Models”
- “FGO StyleGAN: This Heroic Spirit Doesn’t Exist”
- “How I Learned to Stop Worrying and Love Transfer Learning”
- “Now Anyone Can Train Imagenet in 18 Minutes”
- “Генерация Аниме С Помощью Нейросети StyleGAN”
- “Random Walk StyleGAN”
- “Generative Modeling by Estimating Gradients of the Data Distribution”
- Miscellaneous
- Link Bibliography
See Also
Links
“FEditNet: Few-shot Editing of Latent Semantics in GAN Spaces”, Et Al 2023
“FEditNet: few-shot editing of latent semantics in GAN spaces”, 2023-02-07 (; similar)
“StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis”, Et Al 2023
“StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis”, 2023-01-23 (; similar; bibliography)
“A Novel Model Watermarking for Protecting Generative Adversarial Network”, Et Al 2023
“A novel model watermarking for protecting generative adversarial network”, 2023-01-14 (; similar; bibliography)
“DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings”, Et Al 2023
“DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings”, 2023 (; similar)
“HRInversion: High-Resolution GAN Inversion for Cross-Domain Image Synthesis”, Et Al 2022b
“HRInversion: High-Resolution GAN Inversion for Cross-Domain Image Synthesis”, 2022-12-16 (; similar)
“Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN”, Et Al 2022
“Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN”, 2022-11-23 (; similar)
“We-toon: A Communication Support System between Writers and Artists in Collaborative Webtoon Sketch Revision”, Et Al 2022
“We-toon: A Communication Support System between Writers and Artists in Collaborative Webtoon Sketch Revision”, 2022-10 (; similar; bibliography)
“Brain2GAN: Reconstructing Perceived Faces from the Primate Brain via StyleGAN3”, 2022
“Brain2GAN: Reconstructing perceived faces from the primate brain via StyleGAN3”, 2022-09-29 (; similar)
“VToonify: Controllable High-Resolution Portrait Video Style Transfer”, Et Al 2022
“VToonify: Controllable High-Resolution Portrait Video Style Transfer”, 2022-09-22 (; similar; bibliography)
“Fast Text2StyleGAN: Text-Free Learning of a Natural Language Interface for Pretrained Face Generators”, Et Al 2022
“Fast text2StyleGAN: Text-Free Learning of a Natural Language Interface for Pretrained Face Generators”, 2022-09-08 (; similar; bibliography)
“Generator Knows What Discriminator Should Learn in Unconditional GANs”, Et Al 2022
“Generator Knows What Discriminator Should Learn in Unconditional GANs”, 2022-07-27 (similar)
“CelebV-HQ: A Large-Scale Video Facial Attributes Dataset”, Et Al 2022
“CelebV-HQ: A Large-Scale Video Facial Attributes Dataset”, 2022-07-25 (; similar)
“InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images”, Et Al 2022
“InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images”, 2022-07-22 (; similar)
“Generalizing Factorization of GANs by Characterizing Convolutional Layers”, Et Al 2022
“Generalizing Factorization of GANs by Characterizing Convolutional Layers”, 2022-07-18 (; similar; bibliography)
“Controlling StyleGANs Using Rough Scribbles via One-shot Learning”, 2022
“Controlling StyleGANs using rough scribbles via one-shot learning”, 2022-07-09 (similar)
“BigVGAN: A Universal Neural Vocoder With Large-Scale Training”, Et Al 2022
“BigVGAN: A Universal Neural Vocoder with Large-Scale Training”, 2022-06-09 (; similar; bibliography)
“Diffusion-GAN: Training GANs With Diffusion”, Et Al 2022
“Diffusion-GAN: Training GANs with Diffusion”, 2022-06-05 (; similar)
“MontageGAN: Generation and Assembly of Multiple Components by GANs”, 2022
“MontageGAN: Generation and Assembly of Multiple Components by GANs”, 2022-05-31 (; similar)
“Cross-Domain Style Mixing for Face Cartoonization”, Et Al 2022
“Cross-Domain Style Mixing for Face Cartoonization”, 2022-05-25 (; similar)
“StyleGAN-Human: A Data-Centric Odyssey of Human Generation”, Et Al 2022
“StyleGAN-Human: A Data-Centric Odyssey of Human Generation”, 2022-04-25 (similar)
“Pastiche Master (DualStyleGAN): Exemplar-Based High-Resolution Portrait Style Transfer”, Et Al 2022
“Pastiche Master (DualStyleGAN): Exemplar-Based High-Resolution Portrait Style Transfer”, 2022-03-24 (; backlinks; similar)
“DualStyleGAN: Official PyTorch Implementation For”Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer”“, Et Al 2022
“DualStyleGAN: Official PyTorch Implementation for "Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer"”, 2022-03-11 (; similar; bibliography)
“Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values”, Et Al 2022
“Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values”, 2022-03-03 (; similar; bibliography)
“State-of-the-Art in the Architecture, Methods and Applications of StyleGAN”, Et Al 2022
“State-of-the-Art in the Architecture, Methods and Applications of StyleGAN”, 2022-02-28 (similar)
“Self-Distilled StyleGAN: Towards Generation from Internet Photos”, Et Al 2022
“Self-Distilled StyleGAN: Towards Generation from Internet Photos”, 2022-02-24 (; similar; bibliography)
“AI-synthesized Faces Are Indistinguishable from Real Faces and More Trustworthy”, 2022
“AI-synthesized faces are indistinguishable from real faces and more trustworthy”, 2022-02-22 (; similar)
“StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets”, Et Al 2022
“StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets”, 2022-02-01 (; backlinks; similar; bibliography)
“Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling”, Et Al 2022
“Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling”, 2022-01-11 (; similar)
“StyleGAN-V: A Continuous Video Generator With the Price, Image Quality and Perks of StyleGAN2”, Et Al 2021
“StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2”, 2021-12-29 (; similar; bibliography)
“Efficient Geometry-Aware 3D Generative Adversarial Networks”, Et Al 2021
“Efficient Geometry-Aware 3D Generative Adversarial Networks”, 2021-12-15 (similar; bibliography)
“CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions”, Et Al 2021
“CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions”, 2021-12-09 (; similar)
“HyperStyle: StyleGAN Inversion With HyperNetworks for Real Image Editing”, Et Al 2021
“HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing”, 2021-11-30 (similar)
“LAFITE: Towards Language-Free Training for Text-to-Image Generation”, Et Al 2021
“LAFITE: Towards Language-Free Training for Text-to-Image Generation”, 2021-11-27 (; similar)
“Improving Visual Quality of Image Synthesis by A Token-based Generator With Transformers”, Et Al 2021
“Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers”, 2021-11-05 (; similar)
“StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis”, Et Al 2021
“StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis”, 2021-11-04 (; similar; bibliography)
“StyleAlign: Analysis and Applications of Aligned StyleGAN Models”, Et Al 2021
“StyleAlign: Analysis and Applications of Aligned StyleGAN Models”, 2021-10-21 (similar)
“Fine-Grained Control of Artistic Styles in Image Generation”, Et Al 2021
“Fine-Grained Control of Artistic Styles in Image Generation”, 2021-10-19 (; similar)
“Pose With Style: Detail-Preserving Pose-Guided Image Synthesis With Conditional StyleGAN”, Et Al 2021
“Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN”, 2021-09-13 (similar)
“DP-LaSE: Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations”, Et Al 2021
“DP-LaSE: Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations”, 2021-08-22 (; similar)
“Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset—Addressing the Noise-Latent Trade-Off”, 2021
“Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset—Addressing the Noise-Latent Trade-Off”, 2021-08-19 (; backlinks; similar)
“LARGE: Latent-Based Regression through GAN Semantics”, Et Al 2021
“LARGE: Latent-Based Regression through GAN Semantics”, 2021-07-22 (; backlinks; similar)
“Alias-Free Generative Adversarial Networks”, Et Al 2021
“Alias-Free Generative Adversarial Networks”, 2021-06-23 (; similar)
“AdvStyle: Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes”, Et Al 2021
“AdvStyle: Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes”, 2021-06 (; similar)
“Lazy, a Tool for Running Things in Idle Time”, Nshepperd 2021
“Lazy, a tool for running things in idle time”, 2021-05 (backlinks)
“Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing”, Et Al 2021
“Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing”, 2021-04-30 (backlinks; similar)
“MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains”, Et Al 2021
“MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains”, 2021-04-28 (; similar; bibliography)
“Explaining in Style: Training a GAN to Explain a Classifier in StyleSpace”, Et Al 2021
“Explaining in Style: Training a GAN to explain a classifier in StyleSpace”, 2021-04-27 (similar)
“Cross-Domain and Disentangled Face Manipulation With 3D Guidance”, Et Al 2021
“Cross-Domain and Disentangled Face Manipulation with 3D Guidance”, 2021-04-22 (; similar)
“DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort”, Et Al 2021
“DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort”, 2021-04-13 (backlinks; similar)
“CómicGAN: Generación De Ilustraciones Con Redes GAN De Crecimiento Progresivo”, 2021
“CómicGAN: Generación de ilustraciones con redes GAN de crecimiento progresivo”, 2021-04-01 (; similar)
“Labels4Free: Unsupervised Segmentation Using StyleGAN”, Et Al 2021
“Labels4Free: Unsupervised Segmentation using StyleGAN”, 2021-03-27 (backlinks; similar)
“Few-shot Semantic Image Synthesis Using StyleGAN Prior”, 2021
“Few-shot Semantic Image Synthesis Using StyleGAN Prior”, 2021-03-27 (; similar)
“Repurposing GANs for One-shot Semantic Part Segmentation”, Et Al 2021
“Repurposing GANs for One-shot Semantic Part Segmentation”, 2021-03-07 (backlinks; similar)
“Generative Adversarial Transformers”, 2021
“Generative Adversarial Transformers”, 2021-03-01 (; backlinks; similar)
“Brain-computer Interface for Generating Personally Attractive Images”, Et Al 2021
“Brain-computer interface for generating personally attractive images”, 2021-02-12 (; similar)
“Generating Images from Caption and vice Versa via CLIP-Guided Generative Latent Space Search”, Et Al 2021
“Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search”, 2021-02-02 (; similar; bibliography)
“Scoring Images from TADNE With CLIP”, Nagolinc 2021
“Scoring images from TADNE with CLIP”, 2021-01-20 (; backlinks; similar; bibliography)
“This Anime Does Not Exist.ai (TADNE)”, Et Al 2021
“This Anime Does Not Exist.ai (TADNE)”, 2021-01-19 (; backlinks; similar; bibliography)
“Data Instance Prior for Transfer Learning in GANs”, Et Al 2020
“Data Instance Prior for Transfer Learning in GANs”, 2020-12-08 (; similar)
“End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks”, 2020
“End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks”, 2020-11-11 (; backlinks; similar)
“Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network”, Et Al 2020
“Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network”, 2020-10-12 (; similar)
“Toonify: Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains”, 2020
“Toonify: Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains”, 2020-10-11 (; backlinks; similar)
“Not-so-BigGAN: Generating High-Fidelity Images on Small Compute With Wavelet-based Super-Resolution”, Et Al 2020
“not-so-BigGAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution”, 2020-09-09 (; backlinks; similar; bibliography)
“StyleGAN Network Blending”, 2020
“StyleGAN network blending”, 2020-08-25 (; backlinks; similar; bibliography)
“Rewriting a Deep Generative Model”, Et Al 2020
“Rewriting a Deep Generative Model”, 2020-07-30 (backlinks; similar)
“Closed-Form Factorization of Latent Semantics in GANs”, 2020
“Closed-Form Factorization of Latent Semantics in GANs”, 2020-07-13 (; similar)
“This Pony Does Not Exist”, 2020
“This Pony Does Not Exist”, 2020-07 (; backlinks; similar; bibliography)
“Differentiable Augmentation for Data-Efficient GAN Training”, Et Al 2020
“Differentiable Augmentation for Data-Efficient GAN Training”, 2020-06-18 (; backlinks; similar; bibliography)
“StyleGAN2-ADA: Training Generative Adversarial Networks With Limited Data”, Et Al 2020
“StyleGAN2-ADA: Training Generative Adversarial Networks with Limited Data”, 2020-06-11 (; similar)
“On Data Augmentation for GAN Training”, Et Al 2020
“On Data Augmentation for GAN Training”, 2020-06-09 (; backlinks; similar)
“Image Augmentations for GAN Training”, Et Al 2020
“Image Augmentations for GAN Training”, 2020-06-04 (; similar)
“This Fursona Does Not Exist—Fursona Editor (Tensorflow Version)”, 2020
“This Fursona Does Not Exist—Fursona Editor (Tensorflow Version)”, 2020-06-01 (; backlinks; similar; bibliography)
“The Internet Furry Drama Raising Big Questions About Artificial Intelligence”, 2020
“The Internet Furry Drama Raising Big Questions About Artificial Intelligence”, 2020-05-17 (similar)
“Anime Crop Datasets: Faces, Figures, & Hands”, Et Al 2020
“Anime Crop Datasets: Faces, Figures, & Hands”, 2020-05-10 (; backlinks; bibliography)
“This Fursona Does Not Exist”, 2020
“This Fursona Does Not Exist”, 2020-05-07 (; backlinks; similar; bibliography)
“Ambigrammatic Figures: 55 Grotesque Ambigrams”, 2020
“Ambigrammatic Figures: 55 Grotesque Ambigrams”, 2020-05-05 (backlinks; similar; bibliography)
“Mapdreamer - AI Cartography”
“Mapdreamer - AI cartography”2020-05-05 (; backlinks)
“Practical Aspects of StyleGAN2 Training”, L4rz 2020
“Practical aspects of StyleGAN2 training”, 2020-04-28 (; backlinks; similar)
“Evolving Normalization-Activation Layers”, Et Al 2020
“Evolving Normalization-Activation Layers”, 2020-04-06 (; similar)
“GANSpace: Discovering Interpretable GAN Controls”, Et Al 2020
“GANSpace: Discovering Interpretable GAN Controls”, 2020-04-06 (; backlinks; similar)
“Top-K Training of GANs: Improving GAN Performance by Throwing Away Bad Samples”, Et Al 2020
“Top-K Training of GANs: Improving GAN Performance by Throwing Away Bad Samples”, 2020-02-14 (; backlinks; similar)
“Unsupervised Discovery of Interpretable Directions in the GAN Latent Space”, 2020
“Unsupervised Discovery of Interpretable Directions in the GAN Latent Space”, 2020-02-10 (backlinks; similar)
“Analyzing and Improving the Image Quality of StyleGAN”, Et Al 2019
“Analyzing and Improving the Image Quality of StyleGAN”, 2019-12-03 (similar)
“Detecting GAN Generated Errors”, Et Al 2019
“Detecting GAN generated errors”, 2019-12-02 (; backlinks; similar)
“Talking Head Anime from a Single Image”, 2019
“Talking Head Anime from a Single Image”, 2019-11-25 (; backlinks)
“Stabilizing Generative Adversarial Networks: A Survey”, Et Al 2019
“Stabilizing Generative Adversarial Networks: A Survey”, 2019-09-30 (; backlinks; similar)
“Artbreeder”, 2019
“Artbreeder”, 2019-09-09 (; backlinks; similar; bibliography)
“Interpreting the Latent Space of GANs for Semantic Face Editing”, Et Al 2019
“Interpreting the Latent Space of GANs for Semantic Face Editing”, 2019-07-25 (; backlinks; similar)
“How We Built the Waifu Vending Machine”, 2019
“How we built the Waifu Vending Machine”, 2019-07-23 (; similar)
“Waifu Labs”, 2019
“Waifu Labs”, 2019-07-23 (; backlinks; bibliography)
“On The”Steerability” of Generative Adversarial Networks”, Et Al 2019
“On the "steerability" of generative adversarial networks”, 2019-07-16 (backlinks; similar)
“Style Generator Inversion for Image Enhancement and Animation”, 2019
“Style Generator Inversion for Image Enhancement and Animation”, 2019-06-05 (; backlinks; similar)
“NoGAN: Decrappification, DeOldification, and Super Resolution”, Et Al 2019
“NoGAN: Decrappification, DeOldification, and Super Resolution”, 2019-05-03 (; backlinks; similar)
“Improved Precision and Recall Metric for Assessing Generative Models”, Et Al 2019
“Improved Precision and Recall Metric for Assessing Generative Models”, 2019-04-15 (; backlinks; similar)
“Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?”, Et Al 2019
“Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?”, 2019-04-05 (; backlinks; similar; bibliography)
“The Machine As Author”, 2019
“The Machine As Author”, 2019-03-24 (; backlinks; similar)
“MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks”, 2019
“MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks”, 2019-03-14 (backlinks; similar)
“ThisWaifuDoesNotExist.net”, 2019
“ThisWaifuDoesNotExist.net”, 2019-02-19 (; backlinks; similar; bibliography)
“This Waifu Does Not Exist”, 2019
“This Waifu Does Not Exist”, 2019-02-19 (; backlinks; similar; bibliography)
“This Person Does Not Exist”, 2019
“This Person Does Not Exist”, 2019-02-12 (backlinks; similar; bibliography)
“Anime Neural Net Graveyard”, 2019
“Anime Neural Net Graveyard”, 2019-02-04 (; backlinks; similar; bibliography)
“Making Anime Faces With StyleGAN”, 2019
“Making Anime Faces With StyleGAN”, 2019-02-04 (; backlinks; similar; bibliography)
“FIGR: Few-shot Image Generation With Reptile”, 2019
“FIGR: Few-shot Image Generation with Reptile”, 2019-01-08 (; backlinks; similar)
“A Style-Based Generator Architecture for Generative Adversarial Networks”, Et Al 2018
“A Style-Based Generator Architecture for Generative Adversarial Networks”, 2018-12-12 (; similar)
“Spatially Controllable Image Synthesis With Internal Representation Collaging”, Et Al 2018
“Spatially Controllable Image Synthesis with Internal Representation Collaging”, 2018-11-26 (; backlinks; similar)
“Discriminator Rejection Sampling”, Et Al 2018
“Discriminator Rejection Sampling”, 2018-10-16 (; backlinks; similar)
“On Self Modulation for Generative Adversarial Networks”, Et Al 2018
“On Self Modulation for Generative Adversarial Networks”, 2018-10-02 (backlinks; similar)
“Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow”, Et Al 2018
“Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow”, 2018-10-01 (; backlinks; similar)
“ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks”, Et Al 2018
“ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks”, 2018-09-01 (; backlinks; similar)
“Cartoon Set”, Et Al 2018
“Cartoon Set”, 2018-07-10 (; backlinks; similar)
“Style2Paints GitHub Repository”, Et Al 2018
“Style2Paints GitHub repository”, 2018-05-04 (; backlinks; similar)
“Inverting The Generator Of A Generative Adversarial Network (II)”, 2018
“Inverting The Generator Of A Generative Adversarial Network (II)”, 2018-02-15 (backlinks; similar)
“Progressive Growing of GANs for Improved Quality, Stability, and Variation”, Et Al 2017
“Progressive Growing of GANs for Improved Quality, Stability, and Variation”, 2017-10-27 (; similar)
“StackGAN++: Realistic Image Synthesis With Stacked Generative Adversarial Networks”, Et Al 2017
“StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks”, 2017-10-19 (; backlinks; similar)
“Towards the Automatic Anime Characters Creation With Generative Adversarial Networks”, Et Al 2017
“Towards the Automatic Anime Characters Creation with Generative Adversarial Networks”, 2017-08-18 (; backlinks; similar)
“Megapixel Size Image Creation Using Generative Adversarial Networks”, 2017
“Megapixel Size Image Creation using Generative Adversarial Networks”, 2017-05-31 (backlinks; similar)
“AdaIN: Arbitrary Style Transfer in Real-time With Adaptive Instance Normalization”, 2017
“AdaIN: Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization”, 2017-03-20 (backlinks; similar)
“StackGAN: Text to Photo-realistic Image Synthesis With Stacked Generative Adversarial Networks”, Et Al 2016
“StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks”, 2016-12-10 (backlinks; similar)
“Illustration2Vec: a Semantic Vector Representation of Illustrations”, 2015
“Illustration2Vec: a semantic vector representation of illustrations”, 2015-11-02 (; backlinks; similar)
“Large-scale CelebFaces Attributes (CelebA) Dataset”, Liu & Al 2015
“Ukiyo-e Search”, 2013
“Ukiyo-e Search”, 2013 (; backlinks)
“A Machine Learning Font”
“GAN Explorations 011: StyleGAN2 + Stochastic Weight Averaging”
“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”
“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” (; backlinks)
“Generating New Watch Designs With StyleGAN”
“Scaling up StyleGAN2”
“Update: the XXXL Model (250M Parameters, Doubled Latent Size)”
“Update: the XXXL model (250M parameters, doubled latent size)”
“This President Does Not Exist: Generating Artistic Portraits of Donald Trump Using StyleGAN Transfer Learning: Theory and Implementation in Tensorflow”
“Network-snapshot-057891.pkl”
“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.”
“Some Heavily Cherrypicked Samples from Transfer Learning Using @AydaoAI’s Enhanced StyleGAN2 Anime Model After 2 Days.”
“Here’s a Link to My Colab If You’d like to Give It a Go Yourself. This Codebase Builds off of Previous Work from Many People including @advadnoun @RiversHaveWings @NerdyRodent as well as ClipDraw from @kvfrans @crosslabstokyo @err_more and @okw”
“[P] StyleGAN on Anime Faces”
“Removing Blob Artifact from StyleGAN Generations without Retraining. Inspired by StyleGAN2”
“I Trained a StyleGAN on Images of Butterflies from the Natural History Museum in London.”
“TensorFlow Research Cloud (TRC): Accelerate Your Cutting-edge Machine Learning Research With Free Cloud TPUs”, TRC 2023
“TensorFlow Research Cloud (TRC): Accelerate your cutting-edge machine learning research with free Cloud TPUs”, (; backlinks; similar)
“StyleGAN for Evil: Trypophobia and Clockwork Oranging”
“Animating GAnime With StyleGAN: Part 1 - Introducing a Tool for Interacting With Generative Models”
“FGO StyleGAN: This Heroic Spirit Doesn’t Exist”
“How I Learned to Stop Worrying and Love Transfer Learning”
“Now Anyone Can Train Imagenet in 18 Minutes”
“Генерация Аниме С Помощью Нейросети StyleGAN”
“Random Walk StyleGAN”
“Generative Modeling by Estimating Gradients of the Data Distribution”
Miscellaneous
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2019-05-06-stylegan-malefaces-1ksamples.tar2019-05-06 (; backlinks) -
2019-02-15-ffhqonly-interpolation-4x4.mp42019-02-15 (backlinks) -
2019-02-11-stylegan-asuka-handselectedsamples.zip2019-02-11 (; backlinks) -
2019-02-10-stylegan-holo-handselectedsamples.zip2019-02-10 (; backlinks) -
2018-09-22-progan-holofaces-topdecile.tar.xz2018-09-22 (; backlinks) -
https://github.com/NVlabs/stylegan/blob/master/training/training_loop.py#L112 -
https://github.com/NVlabs/stylegan/blob/master/training/training_loop.py#L136 -
https://nvlabs-fi-cdn.nvidia.com/_web/alias-free-gan/videos/video_3_afhq_interpolations.mp4
Link Bibliography
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https://arxiv.org/abs/2301.09515#nvidia: “StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis”, Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila: -
2023-qiao.pdf: “A Novel Model Watermarking for Protecting Generative Adversarial Network”, Tong Qiao, Yuyan Ma, Ning Zheng, Hanzhou Wu, Yanli Chen, Ming Xu, Xiangyang Luo: -
2022-ko.pdf: “We-toon: A Communication Support System between Writers and Artists in Collaborative Webtoon Sketch Revision”, Hyung-Kwon Ko, Subin An, Gwanmo Park, Seung Kwon Kim, Daesik Kim, Bohyoung Kim, Jaemin Jo, Jinwook Seo: -
https://arxiv.org/abs/2209.11224: “VToonify: Controllable High-Resolution Portrait Video Style Transfer”, Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy: -
https://arxiv.org/abs/2209.03953: “Fast Text2StyleGAN: Text-Free Learning of a Natural Language Interface for Pretrained Face Generators”, Xiaodan Du, Raymond A. Yeh, Nicholas Kolkin, Eli Shechtman, Greg Shakhnarovich: -
2022-wang.pdf: “Generalizing Factorization of GANs by Characterizing Convolutional Layers”, Yuehui Wang, Qing Wang, Dongyu Zhang: -
https://arxiv.org/abs/2206.04658#nvidia: “BigVGAN: A Universal Neural Vocoder With Large-Scale Training”, Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon: -
https://github.com/williamyang1991/DualStyleGAN: “DualStyleGAN: Official PyTorch Implementation for "Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer"”, Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy: -
https://arxiv.org/abs/2203.01993: “Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values”, Ahmed Imtiaz Humayun, Randall Balestriero, Richard Baraniuk: -
https://arxiv.org/abs/2202.12211#google: “Self-Distilled StyleGAN: Towards Generation from Internet Photos”, Ron Mokady, Michal Yarom, Omer Tov, Oran Lang, Daniel Cohen-Or, Tali Dekel, Michal Irani, Inbar Mosseri: -
https://arxiv.org/abs/2202.00273: “StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets”, Axel Sauer, Katja Schwarz, Andreas Geiger: -
https://arxiv.org/abs/2112.14683: “StyleGAN-V: A Continuous Video Generator With the Price, Image Quality and Perks of StyleGAN2”, Ivan Skorokhodov, Sergey Tulyakov, Mohamed Elhoseiny: -
https://arxiv.org/abs/2112.07945#nvidia: “Efficient Geometry-Aware 3D Generative Adversarial Networks”, : -
https://arxiv.org/abs/2111.03133: “StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis”, Peter Schaldenbrand, Zhixuan Liu, Jean Oh: -
https://arxiv.org/abs/2104.13742: “MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains”, Yaxing Wang, Abel Gonzalez-Garcia, Chenshen Wu, Luis Herranz, Fahad Shahbaz Khan, Shangling Jui, Joost van de Weijer: -
https://arxiv.org/abs/2102.01645: “Generating Images from Caption and vice Versa via CLIP-Guided Generative Latent Space Search”, Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini: -
https://github.com/nagolinc/notebooks/blob/main/TADNE_and_CLIP.ipynb: “Scoring Images from TADNE With CLIP”, nagolinc: -
https://thisanimedoesnotexist.ai/: “This Anime Does Not Exist.ai (TADNE)”, Nearcyan, Aydao, Shawn Presser, Gwern Branwen: -
https://arxiv.org/abs/2009.04433: “Not-so-BigGAN: Generating High-Fidelity Images on Small Compute With Wavelet-based Super-Resolution”, Seungwook Han, Akash Srivastava, Cole Hurwitz, Prasanna Sattigeri, David D. Cox: -
https://www.justinpinkney.com/stylegan-network-blending/: “StyleGAN Network Blending”, Justin Pinkney: -
https://thisponydoesnotexist.net/: “This Pony Does Not Exist”, Arfafax: -
https://arxiv.org/abs/2006.10738: “Differentiable Augmentation for Data-Efficient GAN Training”, Shengyu Zhao, Zhijian Liu, Ji Lin, Jun-Yan Zhu, Song Han: -
https://fursona.app: “This Fursona Does Not Exist—Fursona Editor (Tensorflow Version)”, Arfafax: -
crop: “Anime Crop Datasets: Faces, Figures, & Hands”, Gwern Branwen, Arfafax, Shawn Presser, Anonymous, Danbooru Community: -
https://www.thisfursonadoesnotexist.com/: “This Fursona Does Not Exist”, Arfafax: -
https://github.com/golanlevin/AmbigrammaticFigures: “Ambigrammatic Figures: 55 Grotesque Ambigrams”, Golan Levin, Lingdong Huang: -
https://www.artbreeder.com/: “Artbreeder”, Joel Simon: -
https://waifulabs.com/: “Waifu Labs”, Sizigi Studios: -
2019-abdal.pdf: “Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?”, Rameen Abdal, Yipeng Qin, Peter Wonka: -
https://www.thiswaifudoesnotexist.net/: “ThisWaifuDoesNotExist.net”, Gwern Branwen: -
twdne: “This Waifu Does Not Exist”, Gwern Branwen: -
https://web.archive.org/web/20230101012202/https://thispersondoesnotexist.com/: “This Person Does Not Exist”, Phillip Wang: -
face-graveyard: “Anime Neural Net Graveyard”, Gwern Branwen: -
face: “Making Anime Faces With StyleGAN”, Gwern Branwen: