PS-StyleGAN: Illustrative Portrait Sketching using Attention-Based Style Adaptation

31 August 2024

Kushal Kumar Jain

Ankith Varun J

Papers citing "PS-StyleGAN: Illustrative Portrait Sketching using Attention-Based Style Adaptation"

35 / 35 papers shown

Title
CLIP4Sketch: Enhancing Sketch to Mugshot Matching through Dataset Augmentation using Diffusion Models Kushal Kumar Jain Steven A. Grosz A. Namboodiri Anil K. Jain DiffM 68 2 0 02 Aug 2024
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 120 201 0 07 Dec 2023
Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation Fei Gao Yifan Zhu Changlong Jiang N. Wang CVBM 3DH 55 7 0 01 Sep 2023
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 282 2,891 0 25 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 168 1,898 0 02 Aug 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 419 6,916 0 13 Apr 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing Yanbo Xu Yueqin Yin Liming Jiang Qianyi Wu Chengyao Zheng Chen Change Loy Bo Dai Wayne Wu 75 53 0 31 Mar 2022
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy 72 109 0 24 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 74 56 0 15 Mar 2022
JoJoGAN: One Shot Face Stylization Min Jin Chong David A. Forsyth CVBM GAN 100 71 0 22 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 505 15,788 0 20 Dec 2021
Neural Strokes: Stylized Line Drawing of 3D Shapes Difan Liu Matthew Fisher Aaron Hertzmann E. Kalogerakis 87 23 0 08 Oct 2021
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer Songhua Liu Tianwei Lin Dongliang He Fu Li Meiling Wang Xin Li Zhengxing Sun Qian Li Errui Ding 164 310 0 08 Aug 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 297 7,958 0 11 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 295 788 0 04 Feb 2021
The Role of Edges in Line Drawing Perception Aaron Hertzmann 24 11 0 22 Jan 2021
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 150 1,109 0 03 Aug 2020
Editing in Style: Uncovering the Local Semantics of GANs Edo Collins R. Bala B. Price Sabine Süsstrunk 80 278 0 29 Apr 2020
Disentangled Image Generation Through Structured Noise Injection Yazeed Alharbi Peter Wonka 68 71 0 26 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 130 902 0 06 Apr 2020
Why Do Line Drawings Work? A Realism Hypothesis Aaron Hertzmann 62 56 0 14 Feb 2020
Scoot: A Perceptual Metric for Facial Sketches Deng-Ping Fan Shengchuan Zhang Yu-Huan Wu Yun-Hai Liu Ming-Ming Cheng Bo Ren Paul L. Rosin Rongrong Ji 433 49 0 21 Aug 2019
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation Junho Kim Minjae Kim Hyeonwoo Kang Kwanghee Lee ViT 48 560 0 25 Jul 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 114 1,111 0 05 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 625 10,595 0 12 Dec 2018
Arbitrary Style Transfer with Style-Attentional Networks D. Park K. Lee 83 384 0 06 Dec 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 175 388 0 06 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,938 0 11 Jan 2018
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 186 4,378 0 20 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 168 2,737 0 02 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 337 19,697 0 21 Nov 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 262 10,267 0 27 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 63 948 0 10 Mar 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014