GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

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Title
VecGAN: Image-to-Image Translation with Interpretable Latent Directions Yusuf Dalva Said Fahri Altindis Aysegül Dündar DRL 33 29 0 07 Jul 2022
Towards Counterfactual Image Manipulation via CLIP Yingchen Yu Fangneng Zhan Rongliang Wu Jiahui Zhang Shijian Lu Miaomiao Cui Xuansong Xie Xiansheng Hua C. Miao CLIP 39 30 0 06 Jul 2022
Local Relighting of Real Scenes Audrey Cui Ali Jahanian Àgata Lapedriza Antonio Torralba Shahin Mahdizadehaghdam Rohit Kumar David Bau 25 2 0 06 Jul 2022
Disentangling Random and Cyclic Effects in Time-Lapse Sequences Erik Härkönen M. Aittala Tuomas Kynkaanniemi S. Laine Timo Aila J. Lehtinen CML 12 5 0 04 Jul 2022
MatFormer: A Generative Model for Procedural Materials Paul Guerrero Miloš Hašan Kalyan Sunkavalli R. Měch T. Boubekeur Niloy J. Mitra 19 22 0 03 Jul 2022
Semantic Unfolding of StyleGAN Latent Space Mustafa Shukor Xu Yao B. Damodaran Pierre Hellier CVBM GAN 22 3 0 29 Jun 2022
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 45 16 0 29 Jun 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 18 0 0 27 Jun 2022
Temporally Consistent Semantic Video Editing Yiran Xu Badour Albahar Jia-Bin Huang 36 28 0 21 Jun 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 11 108 0 21 Jun 2022
Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images Jiyeon Han Hwanil Choi Yunjey Choi Jae Hyun Kim Jung-Woo Ha Jaesik Choi EGVM 15 31 0 17 Jun 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 27 50 0 16 Jun 2022
Disentangling visual and written concepts in CLIP Joanna Materzyñska Antonio Torralba David Bau CoGe 12 46 0 15 Jun 2022
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids Katja Schwarz Axel Sauer Michael Niemeyer Yiyi Liao Andreas Geiger 23 145 0 15 Jun 2022
Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces Kamran Alipour Aditya Lahiri Ehsan Adeli Babak Salimi M. Pazzani CML 20 7 0 10 Jun 2022
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps Seung Wook Kim Karsten Kreis Daiqing Li Antonio Torralba Sanja Fidler GAN 26 5 0 06 Jun 2022
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences Christos Tzelepis James Oldfield Georgios Tzimiropoulos Ioannis Patras 14 16 0 05 Jun 2022
Style-Content Disentanglement in Language-Image Pretraining Representations for Zero-Shot Sketch-to-Image Synthesis Jan Zuiderveld DRL 13 1 0 03 Jun 2022
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs James Oldfield Christos Tzelepis Yannis Panagakis M. Nicolaou Ioannis Patras GAN 20 23 0 31 May 2022
IDE-3D: Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis Jingxiang Sun X. Wang Yichun Shi Lizhen Wang Jue Wang Yebin Liu DiffM 153 10 0 31 May 2022
Video2StyleGAN: Disentangling Local and Global Variations in a Video Rameen Abdal Peihao Zhu Niloy J. Mitra Peter Wonka VGen 24 7 0 27 May 2022
One-Shot Face Reenactment on Megapixels Wonjun Kang Geonsu Lee H. Koo N. Cho CVBM 38 7 0 26 May 2022
Principled Knowledge Extrapolation with GANs Ruili Feng Jie Xiao Kecheng Zheng Deli Zhao Jingren Zhou Qibin Sun Zhengjun Zha 54 8 0 21 May 2022
Visual Concepts Tokenization Tao Yang Yuwang Wang Yan Lu Nanning Zheng OCL ViT 31 12 0 20 May 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 38 4 0 12 May 2022
Tensor-based Emotion Editing in the StyleGAN Latent Space René Haas Stella Grasshof Sami S. Brandt CVBM 14 9 0 12 May 2022
Deep Learning and Synthetic Media Raphaël Millière 18 18 0 11 May 2022
Generate and Edit Your Own Character in a Canonical View Jeong-gi Kwak Yuanming Li Dongsik Yoon D. Han Hanseok Ko 6 3 0 06 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 27 42 0 05 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained Artist A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 27 8 0 03 May 2022
Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN Dong-Yeon Lee Jae Young Lee Doyeon Kim Jaehyun Choi Junmo Kim 20 2 0 29 Apr 2022
Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN Qiucheng Wu Yifan Jiang Junru Wu Kai Wang Gong Zhang Humphrey Shi Zhangyang Wang Shiyu Chang 37 1 0 27 Apr 2022
Optimized latent-code selection for explainable conditional text-to-image GANs Zhenxing Zhang Lambert Schomaker 25 4 0 27 Apr 2022
Expanding the Latent Space of StyleGAN for Real Face Editing Yindong Yu Kamran Ghasedi Hsiang-Tao Wu Jiaolong Yang Tong Xi Fu Yun CVBM 8 5 0 26 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation Jianglin Fu Shikai Li Yuming Jiang Kwan-Yee Lin Chao Qian Chen Change Loy Wayne Wu Ziwei Liu 3DH 49 147 0 25 Apr 2022
Guided Co-Modulated GAN for 360° Field of View Extrapolation Mohammad Reza Karimi Dastjerdi Yannick Hold-Geoffroy Jonathan Eisenmann Siavash Khodadadeh Jean-François Lalonde 22 22 0 15 Apr 2022
Learning and controlling the source-filter representation of speech with a variational autoencoder Samir Sadok Simon Leglaive Laurent Girin Xavier Alameda-Pineda Renaud Séguier SSL DRL BDL 25 14 0 14 Apr 2022
Unsupervised Image-to-Image Translation with Generative Prior Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy GAN 13 33 0 07 Apr 2022
MyStyle: A Personalized Generative Prior Yotam Nitzan Kfir Aberman Qiurui He O. Liba Michal Yarom Yossi Gandelsman Inbar Mosseri Yael Pritch Daniel Cohen-or 32 25 0 31 Mar 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing Yanbo Xu Yueqin Yin Liming Jiang Qianyi Wu Chengyao Zheng Chen Change Loy Bo Dai Wayne Wu 30 51 0 31 Mar 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos X. Wang Jan Kautz Sifei Liu GAN 22 18 0 30 Mar 2022
Expressive Talking Head Video Encoding in StyleGAN2 Latent-Space Trevine Oorloff Yaser Yacoob VGen 25 3 0 28 Mar 2022
3D GAN Inversion for Controllable Portrait Image Animation Connor Z. Lin David B. Lindell E. R. Chan Gordon Wetzstein 3DH 11 60 0 25 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 27 16 0 24 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 8 1 0 21 Mar 2022
High-fidelity GAN Inversion with Padding Space Qingyan Bai Yinghao Xu Jiapeng Zhu Weihao Xia Yujiu Yang Yujun Shen 28 31 0 21 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 30 43 0 17 Mar 2022
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs Enis Simsar Umut Kocasari Ezgi Gulperi Er Pinar Yanardag 27 3 0 16 Mar 2022
Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Shuzhe Wu Xin Jin Dandan Tu Qingming Huang GAN 22 22 0 16 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 28 55 0 15 Mar 2022