Interpreting the Latent Space of GANs for Semantic Face Editing

25 July 2019

Jinjin Gu

Papers citing "Interpreting the Latent Space of GANs for Semantic Face Editing"

50 / 254 papers shown

Title
IntrinsicEdit: Precise generative image manipulation in intrinsic space Linjie Lyu Valentin Deschaintre Yannick Hold-Geoffroy Miloš Hašan Jae Shin Yoon Thomas Leimkuhler C. Theobalt Iliyan Georgiev DiffM 28 0 0 13 May 2025
Unifying Image Counterfactuals and Feature Attributions with Latent-Space Adversarial Attacks Jeremy Goldwasser Giles Hooker AAML 28 0 0 21 Apr 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 59 0 0 30 Mar 2025
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space Matthieu Delmas Amine Kacete 43 1 0 31 Dec 2024
Editable-DeepSC: Reliable Cross-Modal Semantic Communications for Facial Editing Bin Chen Wenbo Yu Qinshan Zhang Tianqu Zhuang Yong Jiang Shu-Tao Xia 154 0 0 24 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 66 5 0 23 Oct 2024
DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks Zohreh Aghababaeyan Manel Abdellatif Lionel C. Briand Ramesh S DiffM 42 0 0 15 Oct 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 59 3 0 05 Oct 2024
Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation Jingyi Xu Hieu Le Zhixin Shu Yang Wang Yi-Hsuan Tsai Dimitris Samaras 34 0 0 29 Sep 2024
User-Driven Voice Generation and Editing through Latent Space Navigation Yusheng Tian Junbin Liu Tan Lee DiffM 41 2 0 30 Aug 2024
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation Xiaoxiao Miao Yuxiang Zhang Xin Wang N. Tomashenko D. Soh Ian Mcloughlin 42 1 0 12 Aug 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs Bowei Chen Tiancheng Zhi Peihao Zhu Shen Sang Jing Liu Linjie Luo DiffM 33 0 0 29 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models Jingyi Xu Hieu M. Le Dimitris Samaras MedIm 36 2 0 21 Jul 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 57 0 0 09 Jul 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 43 0 0 06 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Anton van den Hengel 52 4 0 01 Jun 2024
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories Tianlong Wang Xianfeng Jiao Yifan He Zhongzhi Chen Yinghao Zhu Xu Chu Junyi Gao Yasha Wang Liantao Ma LLMSV 66 7 0 26 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 94 0 0 25 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 42 0 0 21 May 2024
Generative Unlearning for Any Identity Juwon Seo Sung-Hoon Lee Tae-Young Lee Seungjun Moon Gyeong-Moon Park 45 5 0 16 May 2024
MLSD-GAN -- Generating Strong High Quality Face Morphing Attacks using Latent Semantic Disentanglement Aravinda Reddy P N Raghavendra Ramachandra K. S. Rao Pabitra Mitra CVBM 47 1 0 19 Apr 2024
FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance, Head-pose, and Facial Expression Features Andre Rochow Max Schwarz Sven Behnke ViT 48 6 0 15 Apr 2024
RoNet: Rotation-oriented Continuous Image Translation Yi Li Xinxiong Xie Lina Lei Haiyan Fu Yanqing Guo 3DH 44 0 0 06 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 31 10 0 01 Apr 2024
Talk3D: High-Fidelity Talking Portrait Synthesis via Personalized 3D Generative Prior Jaehoon Ko Kyusun Cho Joungbin Lee Heeji Yoon Sangmin Lee Sangjun Ahn Seungryong Kim 34 2 0 29 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 45 8 0 18 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 34 4 0 18 Mar 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 53 19 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 85 0 27 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 30 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 34 0 0 08 Feb 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 33 5 0 23 Jan 2024
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 34 5 0 30 Nov 2023
GC-VTON: Predicting Globally Consistent and Occlusion Aware Local Flows with Neighborhood Integrity Preservation for Virtual Try-on Hamza Rawal Muhammad Junaid Ahmad Farooq Zaman 3DH 30 2 0 07 Nov 2023
Customize StyleGAN with One Hand Sketch Shaocong Zhang VLM 28 0 0 29 Oct 2023
Three-dimensional Bone Image Synthesis with Generative Adversarial Networks Christoph Angermann Johannes Bereiter-Payr Kerstin Stock Markus Haltmeier Gerald Degenhart MedIm 30 1 0 26 Oct 2023
ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping PN AravindaReddy K. S. Rao Raghavendra Ramachandra Pabitra Mitra CVBM 21 2 0 19 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
AdaptNet: Policy Adaptation for Physics-Based Character Control Pei Xu Kaixiang Xie Sheldon Andrews P. Kry Michael Neff Morgan McGuire Ioannis Karamouzas Victor Zordan TTA 37 16 0 30 Sep 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 28 11 0 27 Sep 2023
Subjective Face Transform using Human First Impressions Chaitanya Roygaga Joshua Krinsky Kai Zhang Kenny Kwok Aparna Bharati CVBM 41 0 0 27 Sep 2023
SideGAN: 3D-Aware Generative Model for Improved Side-View Image Synthesis Kyungmin Jo Wonjoon Jin Jaegul Choo Hyunjoon Lee Sunghyun Cho GAN 3DH 38 4 0 19 Sep 2023
Robust GAN inversion Egor Sevriugov Ivan V. Oseledets 29 0 0 31 Aug 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 30 8 0 11 Aug 2023
Illumination and Shadows in Head Rotation: experiments with Denoising Diffusion Models Andrea Asperti Gabriele Colasuonno António Guerra DiffM 62 1 0 11 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis Jiajie Fan L. Vuaille Hongya Wang Thomas Bäck AI4CE 22 5 0 19 Jul 2023
GlobalMapper: Arbitrary-Shaped Urban Layout Generation Liu He Daniel G. Aliaga 33 15 0 19 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 21 7 0 14 Jul 2023