StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

25 November 2020

Papers citing "StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation"

50 / 306 papers shown

Title
Latents2Semantics: Leveraging the Latent Space of Generative Models for Localized Style Manipulation of Face Images S. Tomar A. N. Rajagopalan 27 0 0 22 Dec 2023
Controllable 3D Face Generation with Conditional Style Code Diffusion Xi Shen Jianxin Ma Chang Zhou Zongxin Yang DiffM 69 10 0 21 Dec 2023
Warping the Residuals for Image Editing with StyleGAN Ahmet Burak Yildirim Hamza Pehlivan Aysegül Dündar 8 4 0 18 Dec 2023
AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection Xiangtao Meng Li Wang Shanqing Guo Lei Ju Qingchuan Zhao AAML 16 2 0 14 Dec 2023
A Compact and Semantic Latent Space for Disentangled and Controllable Image Editing Gwilherm Lesné Y. Gousseau Saïd Ladjal A. Newson DRL 20 0 0 13 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 24 5 0 30 Nov 2023
Exploring Attribute Variations in Style-based GANs using Diffusion Models Rishubh Parihar Prasanna Balaji Raghav Magazine Sarthak Vora Tejan Karmali Varun Jampani R. V. Babu DiffM 19 1 0 27 Nov 2023
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models Rohit Gandikota Joanna Materzyñska Tingrui Zhou Antonio Torralba David Bau DiffM 30 61 0 20 Nov 2023
Synthetic Speaking Children -- Why We Need Them and How to Make Them Muhammad Ali Farooq Dan Bigioi Rishabh Jain Wang Yao Mariam Yiwere Peter Corcoran 11 0 0 08 Nov 2023
Improving the Effectiveness of Deep Generative Data Ruyu Wang Sabrina Schmedding Marco F. Huber DiffM 23 3 0 07 Nov 2023
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image Jianhui Li Shilong Liu Zidong Liu Yikai Wang Kaiwen Zheng Jinghui Xu Jianmin Li Jun Zhu 19 10 0 06 Nov 2023
Few-shot Hybrid Domain Adaptation of Image Generators Hengjia Li Yang Liu Linxuan Xia Yuqi Lin Tu Zheng Zheng Yang Wenxiao Wang Xiaohui Zhong Xiaobo Ren Xiaofei He 9 2 0 30 Oct 2023
Customize StyleGAN with One Hand Sketch Shaocong Zhang VLM 13 0 0 29 Oct 2023
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning Chen Jin Ryutaro Tanno Amrutha Saseendran Tom Diethe Philip Teare 17 2 0 18 Oct 2023
DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing Yueming Lyu Kang Zhao Bo Peng Yue Jiang Yingya Zhang Jing Dong 17 2 0 12 Oct 2023
A General Protocol to Probe Large Vision Models for 3D Physical Understanding Guanqi Zhan Chuanxia Zheng Weidi Xie Andrew Zisserman DiffM 17 14 0 10 Oct 2023
SC2GAN: Rethinking Entanglement by Self-correcting Correlated GAN Space Zi-Jiang Chen Han Zhao P. Aarabi R. Jiang 17 0 0 10 Oct 2023
Trained Latent Space Navigation to Prevent Lack of Photorealism in Generated Images on Style-based Models Takumi Harada Kazuyuki Aihara Hiroyuki Sakai 20 0 0 02 Oct 2023
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs Georgia Kourmouli Nikos Kostagiolas Yannis Panagakis M. Nicolaou GAN 9 1 0 26 Sep 2023
Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments Najmeh Mohammadbagheri Fardin Ayar A. Nickabadi R. Safabakhsh CVBM GAN 16 3 0 25 Sep 2023
TextCLIP: Text-Guided Face Image Generation And Manipulation Without Adversarial Training Xiaozhou You Jian Zhang CLIP VLM 15 0 0 21 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 91 192 0 12 Sep 2023
Semantic Latent Decomposition with Normalizing Flows for Face Editing Binglei Li Zhizhong Huang Hongming Shan Junping Zhang 6 1 0 11 Sep 2023
Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis Jiapeng Zhu Ceyuan Yang Kecheng Zheng Yinghao Xu Zifan Shi Yujun Shen MoE 11 8 0 07 Sep 2023
FIND: A Function Description Benchmark for Evaluating Interpretability Methods Sarah Schwettmann Tamar Rott Shaham Joanna Materzyñska Neil Chowdhury Shuang Li Jacob Andreas David Bau Antonio Torralba 13 19 0 07 Sep 2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation Yuhan Wang Liming Jiang Chen Change Loy VGen 21 14 0 31 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation Purnima Kamath Chitralekha Gupta L. Wyse Suranga Nanayakkara 11 4 0 23 Aug 2023
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data Wang Yao Muhammad Ali Farooq Joseph Lemley Peter Corcoran 11 0 0 08 Aug 2023
MFIM: Megapixel Facial Identity Manipulation Sanghyeon Na PICV CVBM 14 4 0 03 Aug 2023
StylePrompter: All Styles Need Is Attention Chenyi Zhuang Pan Gao A. Smolic 12 1 0 30 Jul 2023
Diverse Inpainting and Editing with GAN Inversion Ahmet Burak Yildirim Hamza Pehlivan Bahri Batuhan Bilecen Aysegül Dündar DiffM 15 28 0 27 Jul 2023
Adaptive Frequency Filters As Efficient Global Token Mixers Zhipeng Huang Zhizheng Zhang Cuiling Lan Zhengjun Zha Yan Lu B. Guo 25 36 0 26 Jul 2023
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN Muhammad Ali Farooq Wang Yao G. Costache Peter Corcoran CVBM 25 6 0 25 Jul 2023
HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 19 35 0 20 Jul 2023
Revisiting Latent Space of GAN Inversion for Real Image Editing Kai Katsumata D. Vo Bei Liu Hideki Nakayama 19 3 0 18 Jul 2023
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation Luozhou Wang Shuai Yang Shu Liu Yingke Chen DiffM 6 10 0 17 Jul 2023
CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing A. Baykal Abdul Basit Annes Duygu Ceylan Erkut Erdem Aykut Erdem D. Yurt CLIP 8 15 0 17 Jul 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 13 5 0 16 Jul 2023
Adaptive Nonlinear Latent Transformation for Conditional Face Editing Zhizhong Huang Siteng Ma Junping Zhang Hongming Shan CVBM 10 6 0 15 Jul 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 11 16 0 28 Jun 2023
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes Satoshi Tsutsui Winnie Pang B. Wen 19 13 0 23 Jun 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu Netanel Y. Tamir Shobhita Sundaram Lucy Chai Richard Y. Zhang Tali Dekel Phillip Isola EGVM 16 74 0 15 Jun 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models Nan Liu Yilun Du Shuang Li J. Tenenbaum Antonio Torralba DiffM CoGe 6 24 0 08 Jun 2023
MyStyle++: A Controllable Personalized Generative Prior Libing Zeng Lele Chen Yinghao Xu N. Kalantari 19 4 0 08 Jun 2023
MotionTrack: Learning Motion Predictor for Multiple Object Tracking Changcheng Xiao Qiong Cao Yujie Zhong L. Lan Xiang Zhang Zhigang Luo Dacheng Tao VOT 16 18 0 05 Jun 2023
StyleGAN knows Normal, Depth, Albedo, and More Anand Bhattad Daniel McKee Derek Hoiem David A. Forsyth GAN 18 33 0 01 Jun 2023
Using generative AI to investigate medical imagery models and datasets Oran Lang Doron Stupp I. Traynis Heather Cole-Lewis Chloe R. Bennett ... Avinatan Hassidim Yossi Matias Yun-hui Liu N. Hammel Boris Babenko MedIm 11 6 0 01 Jun 2023
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models Hao Zhang Yanbo Xu Tianyuan Dai Yu-Wing Tai Chi-Keung Tang DiffM 6 5 0 01 Jun 2023
Balancing Reconstruction and Editing Quality of GAN Inversion for Real Image Editing with StyleGAN Prior Latent Space Kai Katsumata D. Vo Bei Liu Hideki Nakayama 11 0 0 31 May 2023
Translation-Enhanced Multilingual Text-to-Image Generation Yaoyiran Li Ching-Yun Chang Stephen Rawls Ivan Vulić Anna Korhonen 14 8 0 30 May 2023