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Navigating the GAN Parameter Space for Semantic Image Editing
v1v2v3 (latest)

Navigating the GAN Parameter Space for Semantic Image Editing

Computer Vision and Pattern Recognition (CVPR), 2020
27 November 2020
A. Cherepkov
A. Voynov
Artem Babenko
    GAN
ArXiv (abs)PDFHTML

Papers citing "Navigating the GAN Parameter Space for Semantic Image Editing"

44 / 44 papers shown
Diffusion Counterfactuals for Image Regressors
Diffusion Counterfactuals for Image Regressors
Trung Duc Ha
Sidney Bender
DiffM
439
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0
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Decoding Diffusion: A Scalable Framework for Unsupervised Analysis of
  Latent Space Biases and Representations Using Natural Language Prompts
Decoding Diffusion: A Scalable Framework for Unsupervised Analysis of Latent Space Biases and Representations Using Natural Language Prompts
E. Z. Zeng
Yuhao Chen
Alexander Wong
DiffM
311
3
0
25 Oct 2024
Interpreting the Weight Space of Customized Diffusion Models
Interpreting the Weight Space of Customized Diffusion Models
Amil Dravid
Yossi Gandelsman
Kuan-Chieh Wang
Rameen Abdal
Gordon Wetzstein
Alexei A. Efros
Kfir Aberman
520
28
0
13 Jun 2024
Rapid Review of Generative AI in Smart Medical Applications
Rapid Review of Generative AI in Smart Medical ApplicationsInternational Journal of Computer Science & Information Technology (IJCSIT) (IJCSIT), 2024
Yuan Sun
Jorge Ortiz
MedIm
352
19
0
08 Jun 2024
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from
  a Single Image
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single ImageComputer Vision and Pattern Recognition (CVPR), 2024
Chong Bao
Yinda Zhang
Yuan Li
Xiyu Zhang
Bangbang Yang
Hujun Bao
Marc Pollefeys
Guofeng Zhang
Zhaopeng Cui
DiffM
315
12
0
02 Apr 2024
CNS-Edit: 3D Shape Editing via Coupled Neural Shape Optimization
CNS-Edit: 3D Shape Editing via Coupled Neural Shape Optimization
Jingyu Hu
Ka-Hei Hui
Zhengzhe Liu
Hao Zhang
Chi-Wing Fu
244
16
0
04 Feb 2024
Closed-Loop Unsupervised Representation Disentanglement with $β$-VAE Distillation and Diffusion Probabilistic Feedback
Closed-Loop Unsupervised Representation Disentanglement with βββ-VAE Distillation and Diffusion Probabilistic Feedback
Xin Jin
Bo Li
Baao Xie
Wenyao Zhang
Jinming Liu
Ziqiang Li
Tao Yang
Wenjun Zeng
DRLDiffMCoGe
424
17
0
04 Feb 2024
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks
Piyush Tiwary
Atri Guha
Subhodip Panda
Prathosh A.P.
MUGAN
520
13
0
25 Sep 2023
TextCLIP: Text-Guided Face Image Generation And Manipulation Without
  Adversarial Training
TextCLIP: Text-Guided Face Image Generation And Manipulation Without Adversarial Training
Xiaozhou You
Jian Zhang
CLIPVLM
203
0
0
21 Sep 2023
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring
Domain-Scalable Unpaired Image Translation via Latent Space AnchoringIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Siyu Huang
Jie An
D. Wei
Zudi Lin
Jiebo Luo
Hanspeter Pfister
191
6
0
26 Jun 2023
CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration
CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape ExplorationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2023
Jingyu Hu
Ka-Hei Hui
Zhengzhe Liu
Haotong Zhang
Chi-Wing Fu
169
7
0
14 Jun 2023
Ownership Protection of Generative Adversarial Networks
Ownership Protection of Generative Adversarial Networks
Hailong Hu
Jun Pang
AAML
308
1
0
08 Jun 2023
Data Redaction from Conditional Generative Models
Data Redaction from Conditional Generative Models
Zhifeng Kong
Kamalika Chaudhuri
KELM
317
9
0
18 May 2023
Controllable Image Generation via Collage Representations
Controllable Image Generation via Collage Representations
Arantxa Casanova
Marlene Careil
Adriana Romero Soriano
Christopher Pal
Jakob Verbeek
M. Drozdzal
DiffM
291
6
0
26 Apr 2023
NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent
  Semantic Navigation
NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent Semantic NavigationIEEE International Conference on Computer Vision (ICCV), 2023
Baao Xie
Bo Li
Zequn Zhang
Junting Dong
Xin Jin
Jingyu Yang
Wenjun Zeng
287
11
0
22 Apr 2023
Scene Style Text Editing
Scene Style Text Editing
Tonghua Su
Fu-Yao Yang
Xiaoping Zhou
Donglin Di
Zhongjie Wang
Song Li
DiffM
212
4
0
20 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANsComputer Vision and Pattern Recognition (CVPR), 2023
Anna Frühstück
N. Sarafianos
Yuanlu Xu
Peter Wonka
Tony Tung
240
28
0
28 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to
  GPT-5 All You Need?
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?
Chaoning Zhang
Chenshuang Zhang
Sheng Zheng
Yu Qiao
Chenghao Li
...
Lik-Hang Lee
Yang Yang
Heng Tao Shen
In So Kweon
Choong Seon Hong
387
208
0
21 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning
SVDiff: Compact Parameter Space for Diffusion Fine-TuningIEEE International Conference on Computer Vision (ICCV), 2023
Ligong Han
Yinxiao Li
Han Zhang
P. Milanfar
Dimitris N. Metaxas
Feng Yang
DiffM
801
380
0
20 Mar 2023
Normal-guided Garment UV Prediction for Human Re-texturing
Normal-guided Garment UV Prediction for Human Re-texturingComputer Vision and Pattern Recognition (CVPR), 2023
Yasamin Jafarian
Tuanfeng Y. Wang
Duygu Ceylan
Jimei Yang
N. Carr
Yi Zhou
Hyunjung Park
3DH
264
14
0
11 Mar 2023
Rethinking the editing of generative adversarial networks: a method to
  estimate editing vectors based on dimension reduction
Rethinking the editing of generative adversarial networks: a method to estimate editing vectors based on dimension reduction
Yu Cao
Haoran Jiang
Zhenghong Yu
Qi Li
Xuyang Li
GAN
256
0
0
07 Mar 2023
GANalyzer: Analysis and Manipulation of GANs Latent Space for
  Controllable Face Synthesis
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis
A. P. Fard
Mohammad H. Mahoor
S. Lamer
Timothy D. Sweeny
GANCVBM
219
4
0
02 Feb 2023
LinkGAN: Linking GAN Latents to Pixels for Controllable Image Synthesis
LinkGAN: Linking GAN Latents to Pixels for Controllable Image SynthesisIEEE International Conference on Computer Vision (ICCV), 2023
Jiapeng Zhu
Ceyuan Yang
Yujun Shen
Zifan Shi
Bo Dai
Deli Zhao
Qifeng Chen
GAN
385
29
0
11 Jan 2023
Discovering Class-Specific GAN Controls for Semantic Image Synthesis
Discovering Class-Specific GAN Controls for Semantic Image Synthesis
Edgar Schönfeld
Julio Borges
V. Sushko
Bernt Schiele
Anna Khoreva
271
1
0
02 Dec 2022
Taming Normalizing Flows
Taming Normalizing FlowsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Shimon Malnick
S. Avidan
Ohad Fried
TPMDiffM
378
2
0
29 Nov 2022
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot
  Image Generation
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image GenerationIEEE International Conference on Computer Vision (ICCV), 2022
Ling Li
Yi Zhang
Shuhui Wang
336
27
0
22 Nov 2022
Synthetic Data Supervised Salient Object Detection
Synthetic Data Supervised Salient Object DetectionACM Multimedia (ACM MM), 2022
Zhenyu Wu
Lin Wang
Wei Wang
Tengfei Shi
Chenglizhao Chen
Aimin Hao
Shuo Li
246
33
0
25 Oct 2022
CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features
  for a Disentangled, Interpretable, and Controllable Text-Guided Face
  Manipulation
CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Face ManipulationInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022
Chenliang Zhou
Fangcheng Zhong
Steven Chacko
CLIP
536
26
0
08 Oct 2022
UnGANable: Defending Against GAN-based Face Manipulation
UnGANable: Defending Against GAN-based Face ManipulationUSENIX Security Symposium (USENIX Security), 2022
Zheng Li
Ning Yu
A. Salem
Michael Backes
Mario Fritz
Yang Zhang
AAMLPICVCVBM
220
37
0
03 Oct 2022
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation
MoVQ: Modulating Quantized Vectors for High-Fidelity Image GenerationNeural Information Processing Systems (NeurIPS), 2022
Chuanxia Zheng
L. Vuong
Jianfei Cai
Dinh Q. Phung
MQ
373
141
0
19 Sep 2022
Exploring Gradient-based Multi-directional Controls in GANs
Exploring Gradient-based Multi-directional Controls in GANsEuropean Conference on Computer Vision (ECCV), 2022
Zikun Chen
R. Jiang
Brendan Duke
Han Zhao
P. Aarabi
179
17
0
01 Sep 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for
  Image Editing and Restoration
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration
Ming-Yu Liu
Yuxiang Wei
Xiaohe Wu
Wangmeng Zuo
Lei Zhang
324
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21 Jul 2022
Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and
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Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and EditabilityACM Multimedia (ACM MM), 2022
Xudong Mao
Liujuan Cao
Aurele Tohokantche Gnanha
Zhenguo Yang
Qing Li
Rongrong Ji
320
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19 Jul 2022
Style-Based Global Appearance Flow for Virtual Try-On
Style-Based Global Appearance Flow for Virtual Try-OnComputer Vision and Pattern Recognition (CVPR), 2022
Sen He
Yi-Zhe Song
Tao Xiang
3DH
360
158
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03 Apr 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing
IA-FaceS: A Bidirectional Method for Semantic Face EditingNeural Networks (NN), 2022
Wenjing Huang
Shikui Tu
Lei Xu
CVBM
338
19
0
24 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of
  StyleGAN
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN
Amit H. Bermano
Rinon Gal
Yuval Alaluf
Ron Mokady
Yotam Nitzan
Omer Tov
Or Patashnik
Daniel Cohen-Or
251
106
0
28 Feb 2022
Region-Based Semantic Factorization in GANs
Region-Based Semantic Factorization in GANsInternational Conference on Machine Learning (ICML), 2022
Jiapeng Zhu
Yujun Shen
Yinghao Xu
Deli Zhao
Qifeng Chen
333
42
0
19 Feb 2022
Self-Conditioned Generative Adversarial Networks for Image Editing
Self-Conditioned Generative Adversarial Networks for Image Editing
Yunzhe Liu
Rinon Gal
Amit H. Bermano
Baoquan Chen
Daniel Cohen-Or
GAN
252
8
0
08 Feb 2022
Latent Transformations via NeuralODEs for GAN-based Image Editing
Latent Transformations via NeuralODEs for GAN-based Image Editing
Valentin Khrulkov
L. Mirvakhabova
Ivan Oseledets
Artem Babenko
244
15
0
29 Nov 2021
Attribute-specific Control Units in StyleGAN for Fine-grained Image
  Manipulation
Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation
Rui Wang
Jian Chen
Gang Yu
Li Sun
Changqian Yu
Changxin Gao
Nong Sang
192
18
0
25 Nov 2021
EditGAN: High-Precision Semantic Image Editing
EditGAN: High-Precision Semantic Image EditingNeural Information Processing Systems (NeurIPS), 2021
Huan Ling
Karsten Kreis
Daiqing Li
Seung Wook Kim
Antonio Torralba
Sanja Fidler
DiffMGAN
278
236
0
04 Nov 2021
Learning Disentangled Representations in the Imaging Domain
Learning Disentangled Representations in the Imaging Domain
Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
OODDRL
873
92
0
26 Aug 2021
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of
  Interpretable Directions
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable DirectionsIEEE International Conference on Computer Vision (ICCV), 2021
Oğuz Kaan Yüksel
Enis Simsar
Ezgi Gulperi Er
Pinar Yanardag
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232
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GAN Inversion: A Survey
GAN Inversion: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Weihao Xia
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