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
Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields Zhuo He Paul Henderson Nicolas Pugeault GAN 34 0 0 24 Apr 2025
Unifying Image Counterfactuals and Feature Attributions with Latent-Space Adversarial Attacks Jeremy Goldwasser Giles Hooker AAML 19 0 0 21 Apr 2025
Prompting Forgetting: Unlearning in GANs via Textual Guidance Piyush Nagasubramaniam Neeraj Karamchandani Chen Wu Sencun Zhu DiffM AILaw MU 54 0 0 01 Apr 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 72 0 0 15 Mar 2025
Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars Eric M. Chen Di Liu Sizhuo Ma Michael Vasilkovsky Bing Zhou ... W. Wang Jiahao Luo Dimitris N. Metaxas Vincent Sitzmann Jian Wang 3DGS 49 0 0 15 Mar 2025
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models Rohit Gandikota Zongze Wu Richard Zhang David Bau Eli Shechtman Nick Kolkin DiffM 45 1 0 03 Feb 2025
StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer Pin-Yen Chiu Dai-Jie Wu Po-Hsun Chu Chia-Hsuan Hsu Hsiang-Chen Chiu Chih-Yu Wang Jun-Cheng Chen DiffM 89 0 0 14 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu F. Khan Mubarak Shah 79 2 0 29 Nov 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 62 1 0 19 Nov 2024
CLEAR: Character Unlearning in Textual and Visual Modalities Alexey Dontsov Dmitrii Korzh Alexey Zhavoronkin Boris Mikheev Denis Bobkov Aibek Alanov Oleg Y. Rogov Ivan V. Oseledets Elena Tutubalina AILaw VLM MU 59 5 0 23 Oct 2024
Unsupervised Model Diagnosis Yinong Wang Eileen Li Jinqi Luo Zhaoning Wang Fernando De la Torre AAML 14 1 0 08 Oct 2024
RefineStyle: Dynamic Convolution Refinement for StyleGAN Siwei Xia Xueqi Hu Li Sun Qingli Li 13 0 0 08 Oct 2024
Explaining an image classifier with a generative model conditioned by uncertainty Adrien Le Coz Stéphane Herbin Faouzi Adjed 24 0 0 02 Oct 2024
Leveraging generative models to characterize the failure conditions of image classifiers Adrien Le Coz Stéphane Herbin Faouzi Adjed GAN 22 1 0 01 Oct 2024
Generation and Editing of Mandrill Faces: Application to Sex Editing and Assessment Nicolas M. Dibot Julien P. Renoult William Puech CVBM EGVM 21 0 0 19 Sep 2024
SegTalker: Segmentation-based Talking Face Generation with Mask-guided Local Editing Lingyu Xiong Xize Cheng Jintao Tan Xianjia Wu Xiandong Li Lei Zhu Fei Ma Minglei Li Huang Xu Zhihu Hu 18 3 0 05 Sep 2024
Seed-to-Seed: Image Translation in Diffusion Seed Space Or Greenberg Eran Kishon Dani Lischinski DiffM 14 0 0 01 Sep 2024
User-Driven Voice Generation and Editing through Latent Space Navigation Yusheng Tian Junbin Liu Tan Lee DiffM 27 2 0 30 Aug 2024
DiffAge3D: Diffusion-based 3D-aware Face Aging Junaid Wahid Fangneng Zhan Pramod Rao Christian Theobalt DiffM 30 1 0 28 Aug 2024
SAT3D: Image-driven Semantic Attribute Transfer in 3D Zhijun Zhai Zengmao Wang Xiaoxiao Long Kaixuan Zhou Bo Du 26 0 0 03 Aug 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs Bowei Chen Tiancheng Zhi Peihao Zhu Shen Sang Jing Liu Linjie Luo DiffM 14 0 0 29 Jul 2024
A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing Yu-Kai Huang Yutong Zheng Yen-Shuo Su Anudeepsekhar Bolimera Han Zhang Fangyi Chen Marios Savvides CVBM 33 0 0 25 Jul 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Bo Yuan Danpei Zhao Z. Shi VLM CLL 21 3 0 22 Jul 2024
ColorwAI: Generative Colorways of Textiles through GAN and Diffusion Disentanglement Ludovica Schaerf Andrea Alfarano Eric Postma DiffM 19 2 0 16 Jul 2024
Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation Xiang Gao Zhengbo Xu Junhan Zhao Jiaying Liu DiffM 27 8 0 03 Jul 2024
Restyling Unsupervised Concept Based Interpretable Networks with Generative Models Jayneel Parekh Quentin Bouniot Pavlo Mozharovskyi A. Newson Florence dÁlché-Buc SSL 49 1 0 01 Jul 2024
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs S. Jeong Mingwei Li Matthew Berger Shusen Liu 30 0 0 28 Jun 2024
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element Nimrod Berman Ilan Naiman Idan Arbiv Gal Fadlon Omri Azencot CoGe 21 4 0 26 Jun 2024
Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning Amandeep Kumar Muhammad Awais Sanath Narayan Hisham Cholakkal Salman Khan Rao Muhammad Anwer 24 0 0 06 Jun 2024
Shaping History: Advanced Machine Learning Techniques for the Analysis and Dating of Cuneiform Tablets over Three Millennia Danielle Kapon Michael Fire S. Gordin 24 1 0 06 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Biwei Huang Eric P. Xing Yuejie Chi Kun Zhang 44 4 0 01 Jun 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 27 0 0 21 May 2024
TexSliders: Diffusion-Based Texture Editing in CLIP Space Julia Guerrero-Viu Milos Hasan Arthur Roullier Midhun Harikumar Yiwei Hu Paul Guerrero Diego F. F. Gutierrez B. Masiá Valentin Deschaintre DiffM 25 13 0 01 May 2024
DreamWalk: Style Space Exploration using Diffusion Guidance Michelle Shu Charles Herrmann Richard Strong Bowen Forrester Cole Ramin Zabih AI4TS DiffM 35 2 0 04 Apr 2024
Fashion Style Editing with Generative Human Prior Chaerin Kong Seungyong Lee Soohyeok Im Wonsuk Yang 36 0 0 02 Apr 2024
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models Yusuf Dalva Hidir Yesiltepe Pinar Yanardag DiffM 25 2 0 28 Mar 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang Xiangnan He Qi Tian VLM DiffM 19 16 0 28 Mar 2024
UP-FacE: User-predictable Fine-grained Face Shape Editing Florian Strohm Mihai Bâce Andreas Bulling CVBM 22 0 0 20 Mar 2024
E2F-Net: Eyes-to-Face Inpainting via StyleGAN Latent Space Ahmad Hassanpour Fatemeh Jamalbafrani Bian Yang Kiran Raja Raymond N. J. Veldhuis Julian Fierrez GAN CVBM 22 7 0 18 Mar 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing Hao Li Mengqi Huang Lei Zhang Bo Hu Yi Liu Zhendong Mao DiffM 22 1 0 22 Feb 2024
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion Hila Manor T. Michaeli DiffM 17 25 0 15 Feb 2024
AvatarMMC: 3D Head Avatar Generation and Editing with Multi-Modal Conditioning W. Para Abdelrahman Eldesokey Zhenyu Li Pradyumna Reddy Jiankang Deng Peter Wonka DiffM 12 0 0 08 Feb 2024
CTGAN: Semantic-guided Conditional Texture Generator for 3D Shapes Yi-Ting Pan Chai-Rong Lee Shu-Ho Fan Jheng-Wei Su Jia-Bin Huang Yung-Yu Chuang Hung-Kuo Chu 13 0 0 08 Feb 2024
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer Bumsoo Kim Abdul Muqeet Kyuchul Lee Sanghyun Seo 23 2 0 05 Feb 2024
Closed-Loop Unsupervised Representation Disentanglement with $β$ -VAE Distillation and Diffusion Probabilistic Feedback Xin Jin Bo Li Baao Xie Wenyao Zhang Jinming Liu Ziqiang Li Tao Yang Wenjun Zeng DRL DiffM CoGe 27 7 0 04 Feb 2024
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled Shengchao Liu Chengpeng Wang Jiarui Lu Weili Nie Hanchen Wang Zhuoxinran Li Bolei Zhou Jian Tang 22 0 0 29 Jan 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation Hengjia Li Yang Liu Yuqi Lin Zhanwei Zhang Yibo Zhao ... Tu Zheng Zheng Yang Yuchun Jiang Boxi Wu Deng Cai DiffM 16 0 0 23 Jan 2024
Edit One for All: Interactive Batch Image Editing Thao Nguyen Utkarsh Ojha Yuheng Li Haotian Liu Yong Jae Lee DiffM 25 2 0 18 Jan 2024
FED-NeRF: Achieve High 3D Consistency and Temporal Coherence for Face Video Editing on Dynamic NeRF Hao Zhang Yu-Wing Tai Chi-Keung Tang CVBM 13 2 0 05 Jan 2024
Image Sculpting: Precise Object Editing with 3D Geometry Control Jiraphon Yenphraphai Xichen Pan Sainan Liu Daniele Panozzo Saining Xie 27 17 0 02 Jan 2024