GAN Inversion: A Survey

14 January 2021

Yujiu Yang

Ming-Hsuan Yang

Papers citing "GAN Inversion: A Survey"

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Title
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 59 0 0 24 Apr 2025
Unifying Image Counterfactuals and Feature Attributions with Latent-Space Adversarial Attacks Jeremy Goldwasser Giles Hooker AAML 36 0 0 21 Apr 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 50 0 0 21 Apr 2025
Model Discrepancy Learning: Synthetic Faces Detection Based on Multi-Reconstruction Qingchao Jiang Zhishuo Xu Zhiying Zhu Ning Chen Haoyue Wang Zhongjie Ba 42 0 0 10 Apr 2025
Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation Tianshui Chen Jianman Lin Zhijing Yang Chumei Qing Yukai Shi Liang Lin 53 2 0 08 Apr 2025
FreSca: Unveiling the Scaling Space in Diffusion Models Chao Huang Susan Liang Yunlong Tang Li Ma Yapeng Tian Chenliang Xu DiffM 51 1 0 02 Apr 2025
Latent Embedding Adaptation for Human Preference Alignment in Diffusion Planners Wen Zheng Terence Ng Jianda Chen Yuan Xu Tianwei Zhang 41 0 0 24 Mar 2025
FreeUV: Ground-Truth-Free Realistic Facial UV Texture Recovery via Cross-Assembly Inference Strategy Xingchao Yang Takafumi Taketomi Yuki Endo Yoshihiro Kanamori DiffM 51 0 0 21 Mar 2025
Chameleon: On the Scene Diversity and Domain Variety of AI-Generated Videos Detection Meiyu Zeng Xingming Liao C. L. Philip Chen Nankai Lin Zhuowei Wang Chong Chen Aimin Yang 58 1 0 09 Mar 2025
Hierarchical Semantic Compression for Consistent Image Semantic Restoration Shengxi Li Zifu Zhang Mai Xu Lai Jiang Yufan Liu Ce Zhu DiffM 48 0 0 24 Feb 2025
$Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$-Constrained Optimization$ Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$ -Constrained Optimization Xiaohua Feng Chao-Jun Chen Yuyuan Li Lihe Zhang Longfei Li Jun Zhou Xiaolin Zheng MU 73 0 0 20 Feb 2025
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing Dongliang Zhou Haijun Zhang Jianghong Ma Jianyang Shi 123 3 0 03 Feb 2025
CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling Kaiyuan Zhang Siyuan Cheng Guangyu Shen Bruno Ribeiro Shengwei An Pin-Yu Chen Xinming Zhang Ninghui Li 160 1 0 28 Jan 2025
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space Matthieu Delmas Amine Kacete 48 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 210 0 0 24 Nov 2024
BeautyBank: Encoding Facial Makeup in Latent Space Qianwen Lu Xingchao Yang Takafumi Taketomi DiffM 45 0 0 18 Nov 2024
Autoregressive Models in Vision: A Survey Jing Xiong Gongye Liu Lun Huang Chengyue Wu Taiqiang Wu ... Hao Fei Guillermo Sapiro Jiebo Luo Ping Luo Ngai Wong VGen 53 9 0 08 Nov 2024
Scaling Concept With Text-Guided Diffusion Models Chao Huang Susan Liang Yunlong Tang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 59 6 0 31 Oct 2024
Neural Cover Selection for Image Steganography Karl Chahine Hyeji Kim DiffM 23 0 0 23 Oct 2024
DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking Head Video Generation Hanbo Cheng Limin Lin Chenyu Liu Pengcheng Xia Pengfei Hu Jiefeng Ma Jun Du Jia Pan DiffM VGen 231 0 0 17 Oct 2024
Adaptive Constraint Integration for Simultaneously Optimizing Crystal Structures with Multiple Targeted Properties Akihiro Fujii Yoshitaka Ushiku Koji Shimizu Anh Khoa Augustin Lu S. Watanabe 38 0 0 11 Oct 2024
Unsupervised Model Diagnosis Yinong Wang Eileen Li Jinqi Luo Zhaoning Wang Fernando de la Torre AAML 32 1 0 08 Oct 2024
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport Taekyung Lee Jaemoo Choi Jaewoong Choi Myungjoo Kang OT 3DPC 41 0 0 03 Oct 2024
Towards Native Generative Model for 3D Head Avatar Yiyu Zhuang Yuxiao He Jiawei Zhang Yanwen Wang Jiahe Zhu Yao Yao Siyu Zhu Xun Cao Hao Zhu 3DH 39 4 0 02 Oct 2024
Gradient-free Decoder Inversion in Latent Diffusion Models Seongmin Hong Suh Yoon Jeon Kyeonghyun Lee Ernest K. Ryu S. Chun 36 0 0 27 Sep 2024
WasteGAN: Data Augmentation for Robotic Waste Sorting through Generative Adversarial Networks Alberto Bacchin Leonardo Barcellona Matteo Terreran Stefano Ghidoni Emanuele Menegatti Takuya Kiyokawa 23 0 0 25 Sep 2024
RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models Başak Melis Öcal Maxim Tatarchenko Sezer Karaoglu Theo Gevers DiffM 42 0 0 16 Sep 2024
Uni-3DAD: GAN-Inversion Aided Universal 3D Anomaly Detection on Model-free Products Jiayu Liu Shancong Mou Nathan Gaw Yinan Wang 50 2 0 29 Aug 2024
GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars Keqiang Sun Amin Jourabloo Riddhish Bhalodia Moustafa Meshry Yu Rong ... Christian Haene Jiu Xu Sam Johnson Hongsheng Li Sofien Bouaziz DiffM 50 0 0 24 Aug 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 51 2 0 23 Aug 2024
Diffusion-Based Visual Art Creation: A Survey and New Perspectives Bingyuan Wang Qifeng Chen Zeyu Wang 56 7 0 22 Aug 2024
Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors Fahad Shamshad Muzammal Naseer Karthik Nandakumar AAML PICV 38 1 0 20 Aug 2024
Contrast, Imitate, Adapt: Learning Robotic Skills From Raw Human Videos Zhifeng Qian Mingyu You Hongjun Zhou Xuanhui Xu Hao Fu Jinzhe Xue Bin He 36 0 0 10 Aug 2024
Head360: Learning a Parametric 3D Full-Head for Free-View Synthesis in 360° Yuxiao He Yi Zhuang Yuanxun Lu Yao Yao Siyu Zhu Xiaofei Wu Zixiao Zhang Xun Cao Hao Zhu 3DH 40 3 0 01 Aug 2024
RegionDrag: Fast Region-Based Image Editing with Diffusion Models Jingyi Lu Xinghui Li Kai Han DiffM 36 11 0 25 Jul 2024
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding Jiangtao Zhang Zongsheng Yue Hui Wang Qian Zhao Deyu Meng VLM 48 0 0 20 Jul 2024
Transferable Adversarial Facial Images for Privacy Protection Minghui Li Jiangxiong Wang Hao Zhang Ziqi Zhou Sheng-shou Hu Xiaobing Pei PICV AAML 51 8 0 18 Jul 2024
Disrupting Diffusion-based Inpainters with Semantic Digression Geonho Son Juhun Lee Simon S. Woo DiffM 42 3 0 14 Jul 2024
Prediction Exposes Your Face: Black-box Model Inversion via Prediction Alignment Yufan Liu Wanqian Zhang Dayan Wu Zheng Lin Jingzi Gu Weiping Wang 53 1 0 11 Jul 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 65 0 0 09 Jul 2024
Restyling Unsupervised Concept Based Interpretable Networks with Generative Models Jayneel Parekh Quentin Bouniot Pavlo Mozharovskyi A. Newson Florence dÁlché-Buc SSL 66 1 0 01 Jul 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 36 12 0 13 Jun 2024
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation Xinhao Zhong Hao Fang Bin Chen Xulin Gu Tao Dai Meikang Qiu Shu-Tao Xia DD 35 0 0 09 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 58 1 0 05 Jun 2024
The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP Hidir Yesiltepe Yusuf Dalva Pinar Yanardag DiffM 26 1 0 01 Jun 2024
Gradient Inversion of Federated Diffusion Models Jiyue Huang Chi Hong Lydia Y. Chen Stefanie Roos FedML 44 1 0 30 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 49 2 0 27 May 2024
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model Zheng Gu Shiyuan Yang Jing Liao Jing Huo Yang Gao VLM DiffM 53 6 0 16 May 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 49 6 0 24 Apr 2024
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark Jiang-She Zhang Chengjie Wang Xiangtai Li Guanzhong Tian Zhucun Xue Yong Liu Guansong Pang Dacheng Tao 51 4 0 16 Apr 2024