GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown

Title
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 11 13 0 12 Apr 2023
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks Lorenz Linhardt Klaus-Robert Muller G. Montavon AAML 21 7 0 12 Apr 2023
Leveraging Neural Representations for Audio Manipulation Scott H. Hawley C. Steinmetz 22 2 0 10 Apr 2023
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors Cristian Meo Anirudh Goyal Justin Dauwels DRL CoGe CML 19 1 0 08 Apr 2023
Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field Leheng Li Qing Lian Luozhou Wang Ningning Ma Yingke Chen 18 16 0 07 Apr 2023
StyleGAN Salon: Multi-View Latent Optimization for Pose-Invariant Hairstyle Transfer Sasikarn Khwanmuang Pakkapon Phongthawee Patsorn Sangkloy Supasorn Suwajanakorn 3DH 22 7 0 05 Apr 2023
Robust Text-driven Image Editing Method that Adaptively Explores Directions in Latent Spaces of StyleGAN and CLIP Tsuyoshi Baba Kosuke Nishida Kyosuke Nishida CLIP 30 1 0 03 Apr 2023
MetaHead: An Engine to Create Realistic Digital Head Dingyun Zhang Chenglai Zhong Yudong Guo Yang Hong Juyong Zhang 3DH 8 4 0 03 Apr 2023
Hidden Layer Interaction: A Co-Creative Design Fiction for Generative Models Imke Grabe Jichen Zhu 15 1 0 01 Apr 2023
PrefGen: Preference Guided Image Generation with Relative Attributes Alec Helbling Christopher Rozell Matthew R. O’Shaughnessy Kion Fallah CVBM 11 0 0 01 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 43 20 0 28 Mar 2023
Zero-shot Model Diagnosis Jinqi Luo Zhaoning Wang Chen Henry Wu Dong Huang Fernando De la Torre VLM 19 20 0 27 Mar 2023
BlobGAN-3D: A Spatially-Disentangled 3D-Aware Generative Model for Indoor Scenes Qian Wang Yiqun Wang Michael Birsak Peter Wonka 65 8 0 26 Mar 2023
Persistent Nature: A Generative Model of Unbounded 3D Worlds Lucy Chai Richard Tucker Zhengqi Li Phillip Isola Noah Snavely VGen 24 30 0 23 Mar 2023
TriPlaneNet: An Encoder for EG3D Inversion A. Bhattarai Matthias Nießner Artem Sevastopolsky 23 34 0 23 Mar 2023
Wasserstein Loss for Semantic Editing in the Latent Space of GANs Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne GAN 14 1 0 22 Mar 2023
Fix the Noise: Disentangling Source Feature for Controllable Domain Translation Dongyeun Lee Jae Young Lee Doyeon Kim Jaehyun Choi Jaejun Yoo Junmo Kim 27 5 0 21 Mar 2023
Polynomial Implicit Neural Representations For Large Diverse Datasets Rajhans Singh Ankita Shukla P. Turaga AI4CE 22 24 0 20 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models René Haas Inbar Huberman-Spiegelglas Rotem Mulayoff Stella Graßhof Sami S. Brandt T. Michaeli DiffM 15 39 0 20 Mar 2023
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models Matthew Lyle Olson Shusen Liu Rushil Anirudh Jayaraman J. Thiagarajan P. Bremer Weng-Keen Wong 18 5 0 19 Mar 2023
Instance-Conditioned GAN Data Augmentation for Representation Learning Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero Soriano M. Drozdzal 19 6 0 16 Mar 2023
Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation Xingyu Chen Yu Deng Baoyuan Wang 11 11 0 16 Mar 2023
Highly Personalized Text Embedding for Image Manipulation by Stable Diffusion Inhwa Han Serin Yang Taesung Kwon Jong Chul Ye DiffM 18 35 0 15 Mar 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy CVBM 32 24 0 10 Mar 2023
Feature Unlearning for Pre-trained GANs and VAEs Saemi Moon Seunghyuk Cho Dongwoo Kim SSL GAN MU 18 13 0 10 Mar 2023
Scaling up GANs for Text-to-Image Synthesis Minguk Kang Jun-Yan Zhu Richard Y. Zhang Jaesik Park Eli Shechtman Sylvain Paris Taesung Park 35 440 0 09 Mar 2023
StyleDiff: Attribute Comparison Between Unlabeled Datasets in Latent Disentangled Space Keisuke Kawano Takuro Kutsuna Ryoko Tokuhisa Akihiro Nakamura Yasushi Esaki 17 0 0 09 Mar 2023
CoralStyleCLIP: Co-optimized Region and Layer Selection for Image Editing Ambareesh Revanur Debraj Basu Shradha Agrawal Dhwanit Agarwal Deepak Pai 29 7 0 09 Mar 2023
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 14 0 0 07 Mar 2023
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods Wonwoong Cho Hareesh Ravi Midhun Harikumar V. Khuc Krishna Kumar Singh Jingwan Lu David I. Inouye Ajinkya Kale DiffM 34 7 0 28 Feb 2023
Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance Yoonjeon Kim Hyunsung Kim Junho Kim Yunjey Choi Eunho Yang 31 1 0 26 Feb 2023
3D Generative Model Latent Disentanglement via Local Eigenprojection Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson 34 6 0 24 Feb 2023
Unsupervised Discovery of Semantic Latent Directions in Diffusion Models Yong-Hyun Park Mingi Kwon Junghyo Jo Youngjung Uh DiffM 28 22 0 24 Feb 2023
Uncovering Bias in Face Generation Models Cristian Muñoz Sara Zannone U. Mohammed Adriano Soares Koshiyama CVBM 11 5 0 22 Feb 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 19 0 0 22 Feb 2023
Designing a 3D-Aware StyleNeRF Encoder for Face Editing Songlin Yang Wei Wang Bo Peng Jing Dong CVBM 3DH 21 7 0 19 Feb 2023
Attribute-Specific Manipulation Based on Layer-Wise Channels Yuanjie Yan Jian Zhao S. Furao 24 0 0 18 Feb 2023
One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2 Trevine Oorloff Yaser Yacoob CVBM 16 3 0 15 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 28 17 0 13 Feb 2023
In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing Yiran Xu Zhixin Shu Cameron Smith Seoung Wug Oh Jia-Bin Huang 3DH CVBM 31 3 0 09 Feb 2023
Zero-shot Image-to-Image Translation Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 20 430 0 06 Feb 2023
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis A. P. Fard Mohammad H. Mahoor S. Lamer Timothy D. Sweeny GAN CVBM 29 3 0 02 Feb 2023
Stable Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Xin Jin Dandan Tu Qingming Huang 19 9 0 01 Feb 2023
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks Noyan Evirgen Xiang Chen 15 12 0 31 Jan 2023
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models Tao Yang Yuwang Wang Yan Lv Nanning Zh DiffM 14 22 0 31 Jan 2023
ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing Bingchuan Li Tianxiang Ma Peng Zhang Miao Hua Wei Liu Qian He Zili Yi 19 7 0 31 Jan 2023
What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion Pu Cao Lu Yang Dongxu Liu Zhiwei Liu Shan Li Q. Song 17 6 0 28 Jan 2023
Towards Arbitrary Text-driven Image Manipulation via Space Alignment Yun-Hao Bai Zi-Qi Zhong Chao Dong Weichen Zhang Guowei Xu Chun Yuan 32 0 0 25 Jan 2023
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis Axel Sauer Tero Karras S. Laine Andreas Geiger Timo Aila 24 206 0 23 Jan 2023
BallGAN: 3D-aware Image Synthesis with a Spherical Background Minjung Shin Yunji Seo Jeongmin Bae Young Sun Choi Hyunsung Kim H. Byun Youngjung Uh 3DH 19 6 0 22 Jan 2023